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Janssen SLJE, Lamers SK, Vroemen WHM, Denessen EJS, Berge K, Bekers O, Hopman MTE, Brink M, Habets J, Nijveldt R, Van Everdingen WM, Aengevaeren VL, Mingels AMA, Eijsvogels TMH. Cardiac troponin concentrations following exercise and the association with cardiovascular disease and outcomes: rationale and design of the prospective TREAT cohort study. BMJ Open Sport Exerc Med 2024; 10:e002070. [PMID: 38882206 PMCID: PMC11177668 DOI: 10.1136/bmjsem-2024-002070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2024] [Indexed: 06/18/2024] Open
Abstract
Exercise can produce transient elevations of cardiac troponin (cTn) concentrations, which may resemble the cTn release profile of myocardial infarction. Consequently, clinical interpretation of postexercise cTn elevations (ie, values above the 99th percentile upper reference limit) remains challenging and may cause clinical confusion. Therefore, insight into the physiological versus pathological nature of postexercise cTn concentrations is warranted. We aim to (1) establish resting and postexercise reference values for recreational athletes engaged in walking, cycling or running exercise; (2) compare the prevalence of (sub)clinical coronary artery disease in athletes with high versus low postexercise cTn concentrations and (3) determine the association between postexercise cTn concentrations and the incidence of major adverse cardiovascular events (MACE) and mortality during long-term follow-up. For this purpose, the prospective TRoponin concentrations following Exercise and the Association with cardiovascular ouTcomes (TREAT) observational cohort study was designed to recruit 1500 recreational athletes aged ≥40 to <70 years who will participate in Dutch walking, cycling and running events. Baseline and postexercise high-sensitivity cTnT and cTnI concentrations will be determined. The prevalence and magnitude of coronary atherosclerosis on computed tomography (eg, coronary artery calcium score, plaque type, stenosis degree and CT-derived fractional flow reserve) will be compared between n=100 athletes with high postexercise cTn concentrations vs n=50 age-matched, sex-matched and sport type-matched athletes with low postexercise cTn concentrations. The incidence of MACE and mortality will be assessed in the entire cohort up to 20 years follow-up. The TREAT study will advance our understanding of the clinical significance of exercise-induced cTn elevations in middle-aged and older recreational athletes. Trial registration number NCT06295081.
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Affiliation(s)
- Sylvan L J E Janssen
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Sacha K Lamers
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Wim H M Vroemen
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Ellen J S Denessen
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Kristian Berge
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, Netherlands
- Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Otto Bekers
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, Netherlands
| | - Maria T E Hopman
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Monique Brink
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, Netherlands
| | - Jesse Habets
- Department of Radiology, Haaglanden Medical Center Bronovo, Den Haag, Netherlands
| | - Robin Nijveldt
- Department of Cardiology, Radboud University Medical Center, Nijmegen, Netherlands
- Netherlands Heart Institute, Utrecht, Netherlands
| | - Wouter M Van Everdingen
- Department of Medical Imaging, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Radiology and Nuclear Medicine, Rijnstate Hospital, Arnhem, Netherlands
| | - Vincent L Aengevaeren
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Cardiology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Alma M A Mingels
- Central Diagnostic Laboratory, Maastricht University Medical Centre+, Maastricht, Netherlands
| | - Thijs M H Eijsvogels
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, Netherlands
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Demirtola Aİ, Erdöl MA, Mammadli A, Göktuğ Ertem A, Yayla Ç, Akçay AB. Predicting coronary artery severity in patients undergoing coronary computed tomographic angiography: Insights from pan-immune inflammation value and atherogenic index of plasma. Nutr Metab Cardiovasc Dis 2024:S0939-4753(24)00201-1. [PMID: 38897846 DOI: 10.1016/j.numecd.2024.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 04/29/2024] [Accepted: 05/11/2024] [Indexed: 06/21/2024]
Abstract
BACKGROUND AND AIMS Coronary computed tomographic angiography (CCTA) is pivotal in diagnosing coronary artery disease (CAD). We explored the link between CAD severity and two biomarkers, Pan-Immune Inflammation Value (PIV) and Atherogenic Index of Plasma (AIP), in stable CAD patients. METHODS AND RESULTS A retrospective observational study of 409 CCTA patients with stable angina pectoris. Logistic regression identified predictors of severe CAD, stratified by CAD-RADS score. Receiver Operating Characteristic (ROC) curves evaluated predictive performance. PIV and AIP were significant predictors of severe CAD (PIV: OR 1.002, 95% CI: 1.000-1.004, p < 0.021; AIP: OR 0.963, 95% CI: 0.934-0.993, p < 0.04). AUC values for predicting severe CAD were 0.563 (p < 0.001) for PIV and 0.625 (p < 0.05) for AIP. Combined with age, AUC improved to 0.662 (p < 0.02). CONCLUSIONS PIV and AIP were associated with severe CAD, with AIP demonstrating superior predictive capability. Incorporating AIP into risk assessment could enhance CAD prediction, offering a cost-effective and accessible method for identifying individuals at high risk of coronary atherosclerosis.
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Affiliation(s)
| | | | | | | | - Çağrı Yayla
- University of Health Science Ankara City Hospital, Turkey
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3
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Hijazi W, Feng Y, Southern DA, Chew D, Filipchuk N, Har B, James M, Wilton S, Slomka PJ, Berman D, Miller RJH. Impact of myocardial perfusion and coronary calcium on medical management for coronary artery disease. Eur Heart J Cardiovasc Imaging 2024; 25:482-490. [PMID: 37889992 DOI: 10.1093/ehjci/jead288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/06/2023] [Accepted: 10/23/2023] [Indexed: 10/29/2023] Open
Abstract
AIMS Single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI) remains one of the most widely used imaging modalities for the diagnosis and prognostication of coronary artery disease (CAD). Despite the extensive prognostic information provided by MPI, little is known about how this influences the prescription of medical therapy for CAD. We evaluated the relationship between MPI with computed tomography (CT) attenuation correction and prescription of acetylsalicylic acid (ASA) and statins. METHODS AND RESULTS We performed a retrospective analysis of consecutive patients who underwent SPECT MPI at a single centre between 2015 and 2021. Myocardial perfusion abnormalities and coronary calcium burden were assessed, with attenuation correction imaging 77.8% of patients. Medication prescriptions before and within 180 days after the test were compared. Associations between abnormal perfusion and calcium burden with ASA and statin prescription were assessed using multivariable logistic regression. In total, 9908 patients were included, with a mean age 66.8 ± 11.7 years and 5337 (53.9%) males. The prescription of statins increased more in patients with abnormal perfusion (increase of 19.2 vs. 12.0%, P < 0.001). Similarly, the presence of extensive CAC led to a greater increase in statin prescription compared with no calcium (increase 12.1 vs. 7.8%, P < 0.001). In multivariable analyses, ischaemia and coronary artery calcium were independently associated with ASA and statin prescription. CONCLUSION Abnormal MPI testing was associated with significant changes in medical therapy. Both calcium burden and perfusion abnormalities were associated with increased prescriptions of medical therapy for CAD.
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Affiliation(s)
- Waseem Hijazi
- Department of Cardiac Sciences, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Yuanchao Feng
- Department of Cardiac Sciences, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Danielle A Southern
- Department of Medicine, Cumming School of Medicine, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- O'Brien Institute for Public Health, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- Libin Cardiovascular Institute, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Derek Chew
- Department of Cardiac Sciences, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- Department of Medicine, Cumming School of Medicine, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- O'Brien Institute for Public Health, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- Libin Cardiovascular Institute, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Neil Filipchuk
- Department of Cardiac Sciences, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Bryan Har
- Department of Cardiac Sciences, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Matthew James
- Department of Medicine, Cumming School of Medicine, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- O'Brien Institute for Public Health, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
- Libin Cardiovascular Institute, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Stephen Wilton
- Department of Cardiac Sciences, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
| | - Piotr J Slomka
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
- Department of Imaging, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Daniel Berman
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
- Department of Imaging, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, USA
| | - Robert J H Miller
- Department of Cardiac Sciences, University of Calgary, 1403 - 29th St. NW, Calgary, AB, T2N 2T9, Canada
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Kocabas GU, Yurekli BS, Simsir IY, Ozgur S, Aksit M, Bozkaya G. Assessment of osteoprotegerin and RANKL levels and several cardiovascular risk scoring systems in acromegaly. Hormones (Athens) 2024; 23:81-88. [PMID: 37981618 DOI: 10.1007/s42000-023-00509-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 11/09/2023] [Indexed: 11/21/2023]
Abstract
PURPOSE The OPG/RANKL (osteoprotegerin/receptor activator of nuclear factor kappa-B) system, which plays a crucial role in bone metabolism, is also associated with vascular calcification. Acromegaly is characterized by excessive secretion of growth hormone and insulin-like growth factor, and studies have demonstrated an elevated risk of cardiovascular disease in individuals with acromegaly. In this study, our objective was to investigate the relationship between OPG/RANKL and various cardiovascular risk scoring systems. METHODS We recruited 44 consecutive acromegaly patients and 41 healthy controls with a similar age and gender distribution for this study. RESULTS While RANKL levels were significantly higher in the acromegaly group compared to the controls, OPG levels were not found to be significantly different between the two groups. Furthermore, within the acromegaly group, RANKL levels were significantly higher in patients with active acromegaly compared to those with controlled acromegaly. Osteoprotegerin levels showed a positive correlation with the Framingham risk score (FRS) in the acromegaly group. Linear regression analysis revealed an association of OPG with FRS (adjusted R2 value of 21.7%). CONCLUSION OPG and RANKL may serve as potential markers for assessment of cardiovascular calcification and prediction of the cardiovascular risk status in acromegalic patients.
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Affiliation(s)
- Gokcen Unal Kocabas
- Division of Endocrinology and Metabolism Disorders, Department of Internal Medicine, Faculty of Medicine, Ege University, Izmir, Turkey.
| | - Banu Sarer Yurekli
- Division of Endocrinology and Metabolism Disorders, Department of Internal Medicine, Faculty of Medicine, Ege University, Izmir, Turkey
| | - Ilgin Yildirim Simsir
- Division of Endocrinology and Metabolism Disorders, Department of Internal Medicine, Faculty of Medicine, Ege University, Izmir, Turkey
| | - Su Ozgur
- Ege University Translational Pulmonary Research Center, Regional Hub for Cancer Registration in North Africa, Central and Western Asia, WHO/IARC GICR, Izmir, Turkey
| | - Murat Aksit
- Department of Medical Biochemistry, Tepecik Training and Research Hospital, Izmir, Turkey
| | - Giray Bozkaya
- Department of Medical Biochemistry, Bozyaka Training and Research Hospital, Izmir, Turkey
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5
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Al Rifai M, Winchester D. When should myocardial perfusion imaging be a first-test choice? J Nucl Cardiol 2024; 33:101824. [PMID: 38360263 DOI: 10.1016/j.nuclcard.2024.101824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/17/2024]
Affiliation(s)
- Mahmoud Al Rifai
- Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - David Winchester
- Division of Cardiovascular Medicine, University of Florida, Gainesville, FL, USA.
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Abdelrahman K, Shiyovich A, Huck DM, Berman AN, Weber B, Gupta S, Cardoso R, Blankstein R. Artificial Intelligence in Coronary Artery Calcium Scoring Detection and Quantification. Diagnostics (Basel) 2024; 14:125. [PMID: 38248002 PMCID: PMC10814920 DOI: 10.3390/diagnostics14020125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/25/2023] [Accepted: 12/27/2023] [Indexed: 01/23/2024] Open
Abstract
Coronary artery calcium (CAC) is a marker of coronary atherosclerosis, and the presence and severity of CAC have been shown to be powerful predictors of future cardiovascular events. Due to its value in risk discrimination and reclassification beyond traditional risk factors, CAC has been supported by recent guidelines, particularly for the purposes of informing shared decision-making regarding the use of preventive therapies. In addition to dedicated ECG-gated CAC scans, the presence and severity of CAC can also be accurately estimated on non-contrast chest computed tomography scans performed for other clinical indications. However, the presence of such "incidental" CAC is rarely reported. Advances in artificial intelligence have now enabled automatic CAC scoring for both cardiac and non-cardiac CT scans. Various AI approaches, from rule-based models to machine learning algorithms and deep learning, have been applied to automate CAC scoring. Convolutional neural networks, a deep learning technique, have had the most successful approach, with high agreement with manual scoring demonstrated in multiple studies. Such automated CAC measurements may enable wider and more accurate detection of CAC from non-gated CT studies, thus improving the efficiency of healthcare systems to identify and treat previously undiagnosed coronary artery disease.
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Affiliation(s)
| | | | | | | | | | | | | | - Ron Blankstein
- Departments of Medicine (Cardiovascular Division) and Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
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7
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Martins NS, Barreto J, Kimura-Medorima ST, Vitte SH, Quinaglia T, Assato B, Coelho-Filho OR, Matos-Souza JR, Nadruz W, Sposito AC. Carotid intima layer thickness but not intima-media thickness is related to coronary artery calcification in type 2 diabetes individuals: Results from the Brazilian diabetes study. Nutr Metab Cardiovasc Dis 2023; 33:2384-2388. [PMID: 37798228 DOI: 10.1016/j.numecd.2023.07.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 07/06/2023] [Accepted: 07/20/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND AND AIMS Carotid intima-media thickness (cIMT) is inconsistent in predicting cardiovascular risk. This may stem from the variability of the media thickness (cM) outweighing the intimal thickness (cIT) as the sign of atherosclerosis. Thus, we evaluated in type 2 diabetes (T2D) individuals, the association between carotid measures and coronary artery calcification (CAC). METHODS AND RESULTS Association between the presence of CAC and cIT, cM, and cIMT were examined on 224 individuals. Logistic binary regression was used to assess CAC predictors. The Akaike information criterion (AIC) and log-likelihood test (LLT) were used to assess differences among univariate models. The cIT (0.335 mm vs 0.363 mm; p = 0.001) and cIMT (0.715 vs 0.730; p = 0.019), but not cM (0.386 mm vs 0,393 mm; p = 0.089) were higher among individuals with CAC. In unadjusted analysis, cIT (273;-134; p = 0.001) showed greater relationship with CAC, when compared to cIMT (279;-137; p = 0.022) and cM (281;-139; p = 0.112) based on the AIC and LLT, respectively. In multivariate logistic regression, CAC was related to carotid plaque (OR): 1.91, 95% confidence interval (CI):1.08, 3.38; p = 0.027), and high-cIT (OR: 2.70, 95%CI:1.51, 4.84; p = 0.001), but not to high-cIMT (OR:1.70, 95%CI:0.96, 3.00; p = 0.067) nor high-cM (OR:1.33, 95%CI:0.76, 2.34; p = 0.322). CONCLUSION In T2D individuals, cIT is a better predictor of CAC than cIMT; cM is not associated with CAC.
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Affiliation(s)
- Nestor S Martins
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Joaquim Barreto
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil; Atherosclerosis and Vascular Biology Laboratory (Aterolab), Cardiology Division, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Sheila Tatsumi Kimura-Medorima
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil; Atherosclerosis and Vascular Biology Laboratory (Aterolab), Cardiology Division, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Sofia Helena Vitte
- Atherosclerosis and Vascular Biology Laboratory (Aterolab), Cardiology Division, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Thiago Quinaglia
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil; Atherosclerosis and Vascular Biology Laboratory (Aterolab), Cardiology Division, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Barbara Assato
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil; Atherosclerosis and Vascular Biology Laboratory (Aterolab), Cardiology Division, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Otavio Rizzi Coelho-Filho
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Jose Roberto Matos-Souza
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Wilson Nadruz
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil
| | - Andrei C Sposito
- Cardiology Division, Department of Internal Medicine, State University of Campinas (Unicamp), Sao Paulo, Brazil; Atherosclerosis and Vascular Biology Laboratory (Aterolab), Cardiology Division, State University of Campinas (Unicamp), Sao Paulo, Brazil.
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8
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Chen J, Arshi B, Waqas K, Lu T, Bos D, Ikram MA, Uitterlinden AG, Kavousi M, Zillikens MC. Advanced glycation end products measured by skin autofluorescence and subclinical cardiovascular disease: the Rotterdam Study. Cardiovasc Diabetol 2023; 22:326. [PMID: 38017418 PMCID: PMC10685533 DOI: 10.1186/s12933-023-02052-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/03/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Advanced glycation end products (AGEs) have been linked to cardiovascular disease (CVD), especially coronary heart disease (CHD), but their role in CVD pathogenesis remains unclear. Therefore, we investigated cross-sectional associations of skin AGEs with subclinical atherosclerosis, arterial stiffness, and hypertension after confirming their relation with CHD. METHODS In the population-based Rotterdam Study, skin AGEs were measured as skin autofluorescence (SAF). Prevalent MI was obtained from digital medical records. Carotid plaques, carotid intima-media thickness (IMT), coronary artery calcification (CAC), pulse wave velocity (PWV), and hypertension were assessed. Associations of SAF with endophenotypes were investigated in logistic and linear regression models adjusting for common cardiovascular risk factors. Effect modification by sex, diabetes mellitus, and chronic kidney disease (CKD) was tested. RESULTS 3001 participants were included (mean age 73 (SD 9) years, 57% women). One unit higher SAF was associated with the presence of carotid plaques (OR 1.2 (0.92, 1.57)), a higher max IMT (0.08 SD (0.01, 0.15)), higher CAC (OR 2.2 (1.39, 3.48)), and PWV (0.09 SD (0.01, 0.16)), but not with hypertension (OR 0.99 (0.81, 1.21)). The associations with endophenotypes were more pronounced in men and participants with diabetes or CKD with significant interactions. CONCLUSIONS Previously documented associations between SAF and CVD, also found in our study, may be explained by the endophenotypes atherosclerosis and arterial stiffness, especially in men and individuals with diabetes or CKD, but not by hypertension. Longitudinal studies are needed to replicate these findings and to test if SAF is an independent risk factor or biomarker of CVD. TRIAL REGISTRATION The Rotterdam Study has been entered into the Netherlands National Trial Register (NTR; www.trialregister.nl ) and the WHO International Clinical Trials Registry Platform (ICTRP; www.who.int/ictrp/network/primary/en/ ) under shared catalogue number NTR6831.
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Affiliation(s)
- Jinluan Chen
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Doctor Molewaterplein 40, 3015GD, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Banafsheh Arshi
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Komal Waqas
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Doctor Molewaterplein 40, 3015GD, Rotterdam, The Netherlands
| | - Tianqi Lu
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Doctor Molewaterplein 40, 3015GD, Rotterdam, The Netherlands
| | - Daniel Bos
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Radiology & Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - André G Uitterlinden
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Doctor Molewaterplein 40, 3015GD, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Maryam Kavousi
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - M Carola Zillikens
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Doctor Molewaterplein 40, 3015GD, Rotterdam, The Netherlands.
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Nelles G, Abdelwahed YS, Alyaqoob A, Seppelt C, Stähli BE, Meteva D, Kränkel N, Haghikia A, Skurk C, Dreger H, Knebel F, Trippel TD, Krisper M, Sieronski L, Gerhardt T, Zanders L, Klotsche J, Landmesser U, Joner M, Leistner DM. Spotty calcium deposits within acute coronary syndrome (ACS)-causing culprit lesions impact inflammatory vessel-wall interactions and are associated with higher cardiovascular event rates at one year follow-up: Results from the prospective translational OPTICO-ACS study program. Atherosclerosis 2023; 385:117284. [PMID: 37871405 DOI: 10.1016/j.atherosclerosis.2023.117284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 08/31/2023] [Accepted: 09/06/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND AND AIMS Spotty calcium deposits (SCD) represent a vulnerable plaque feature which seems to result - as based on recent invitro studies - from inflammatory vessel-wall interactions. SCD can be reliably assessed by optical coherence tomography (OCT). Their prognostic impact is yet unknown. Therefore, the aims of this translational study were to comprehensively characterize different plaque calcification patterns, to analyze the associated inflammatory mechanisms in the microenvironment of acute coronary syndrome (ACS)-causing culprit lesions (CL) and to investigate the prognostic significance of SCD in a large cohort of ACS-patients. METHODS CL of the first 155 consecutive ACS-patients from the translational OPTICO-ACS-study program were investigated by OCT-characterization of the calcium phenotype at ACS-causing culprit lesions. Simultaneous immunophenotyping by flow-cytometric analysis and cytokine bead array technique across the CL gradient (ratio local/systemic levels) was performed and incidental major adverse cardiovascular events plus (MACE+) at 12 months after ACS were assessed. RESULTS SCD were observed within 45.2% of all analyzed ACS-causing culprit lesions (CL). Culprits containing spotty calcium were characterized by an increased culprit ratio of innate effector cytokines interleukin (IL)-8 [2.04 (1.24) vs. 1.37 (1.10) p < 0.05], as well as TNF (tumor necrosis factor)-α [1.17 (0.93) vs. 1.06 (0.89); p < 0.05)] and an increased ratio of circulating neutrophils [0.96 (0.85) vs. 0.91 (0.77); p < 0.05] as compared to culprit plaques without SCD. Total monocyte levels did not differ between the two groups (p = n.s.). However, SCD-containing CLs were characterized by an increased culprit ratio of intermediate monocytes [(1.15 (0.81) vs. 0.96 (0.84); p < 0.05)] with an enhanced surface expression of the integrin receptor CD49d as compared to intermediate monocytes derived from SCD-free CLs [(1.06 (0.94) vs. 0.97 (0.91)] p < 0.05. Finally, 12 months rates of MACE+ were higher in patients with, as compared to patients without SCD at CL (16.4% vs. 5.3%; p < 0.05). CONCLUSIONS This study for the first time identified a specific inflammatory profile of CL with SCD, with a predominance of neutrophils, intermediate monocytes and their corresponding effector molecules. Hence, this study advances our understanding of ACS-causing CL and provides the basis for future personalized anti-inflammatory, therapeutic approaches to ACS.
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Affiliation(s)
- Gregor Nelles
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Department of Medicine, Cardiology/Angiology, Goethe University Hospital, Frankfurt, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Frankfurt Rhine-Main, Frankfurt, Germany
| | - Youssef S Abdelwahed
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany
| | - Aseel Alyaqoob
- Department of Cardiology and ISAR Research Centre, German Heart Centre, 80636, Munich, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Munch, 80636, Munich, Germany
| | - Claudio Seppelt
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Department of Medicine, Cardiology/Angiology, Goethe University Hospital, Frankfurt, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Frankfurt Rhine-Main, Frankfurt, Germany
| | - Barbara E Stähli
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Department of Cardiology, Universitäres Herzzentrum, Universitätsspital Zürich, Zurich, Switzerland
| | - Denitsa Meteva
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany
| | - Nicolle Kränkel
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany
| | - Arash Haghikia
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany
| | - Carsten Skurk
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany
| | - Henryk Dreger
- DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Department of Cardiology Charité University Medicine Berlin, Campus Mitte, 10117, Germany
| | - Fabian Knebel
- DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Department of Cardiology Charité University Medicine Berlin, Campus Mitte, 10117, Germany; Department of Cardiology, Sana Clinic Lichtenberg, 10365, Berlin, Germany
| | - Tobias D Trippel
- DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Department of Cardiology, Charité University Medicine, Campus Virchow, 13353, Berlin, Germany
| | - Maximilian Krisper
- Department of Cardiology, Charité University Medicine, Campus Virchow, 13353, Berlin, Germany
| | - Lara Sieronski
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany
| | - Teresa Gerhardt
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Berlin Institute of Health (BIH), 10117, Berlin, Germany; Cardiovascular Research Institute and the Department of Medicine, Cardiology, Icahn School of Medicine at Mount Sinai, USA
| | - Lukas Zanders
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany
| | - Jens Klotsche
- German Rheumatism Research Centre Berlin, Institute for Social Medicine, Epidemiology und Heath Economy, Charité University Medicine Berlin, Campus Mitte, 10117, Berlin, Germany
| | - Ulf Landmesser
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Berlin Institute of Health (BIH), 10117, Berlin, Germany
| | - Michael Joner
- Department of Cardiology and ISAR Research Centre, German Heart Centre, 80636, Munich, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Munch, 80636, Munich, Germany
| | - David M Leistner
- Department of Cardiology Charité University Medicine Berlin, Campus Benjamin-Franklin, 12203, Berlin, Germany; DZHK (German Centre for Cardiovascular Research) Partner Site Berlin, 12203, Berlin, Germany; Department of Medicine, Cardiology/Angiology, Goethe University Hospital, Frankfurt, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Frankfurt Rhine-Main, Frankfurt, Germany; Berlin Institute of Health (BIH), 10117, Berlin, Germany.
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10
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Takahashi D, Fujimoto S, Nozaki YO, Kudo A, Kawaguchi YO, Takamura K, Hiki M, Sato E, Tomizawa N, Daida H, Minamino T. Fully automated coronary artery calcium quantification on electrocardiogram-gated non-contrast cardiac computed tomography using deep-learning with novel Heart-labelling method. EUROPEAN HEART JOURNAL OPEN 2023; 3:oead113. [PMID: 38035036 PMCID: PMC10683040 DOI: 10.1093/ehjopen/oead113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 09/14/2023] [Accepted: 10/26/2023] [Indexed: 12/02/2023]
Abstract
Aims To develop an artificial intelligence (AI)-model which enables fully automated accurate quantification of coronary artery calcium (CAC), using deep learning (DL) on electrocardiogram (ECG)-gated non-contrast cardiac computed tomography (gated CCT) images. Methods and results Retrospectively, 560 gated CCT images (including 60 synthetic images) performed at our institution were used to train AI-model, which can automatically divide heart region into five areas belonging to left main (LM), left anterior descending (LAD), circumflex (LCX), right coronary artery (RCA), and another. Total and vessel-specific CAC score (CACS) in each scan were manually evaluated. AI-model was trained with novel Heart-labelling method via DL according to the manual-derived results. Then, another 409 gated CCT images obtained in our institution were used for model validation. The performance of present AI-model was tested using another external cohort of 400 gated CCT images of Stanford Center for Artificial Intelligence of Medical Imaging by comparing with the ground truth. The overall accuracy of the AI-model for total CACS classification was excellent with Cohen's kappa of k = 0.89 and 0.95 (validation and test, respectively), which surpasses previous research of k = 0.89. Bland-Altman analysis showed little difference in individual total and vessel-specific CACS between AI-derived CACS and ground truth in test cohort (mean difference [95% confidence interval] were 1.5 [-42.6, 45.6], -1.5 [-100.5, 97.5], 6.6 [-60.2, 73.5], 0.96 [-59.2, 61.1], and 7.6 [-134.1, 149.2] for LM, LAD, LCX, RCA, and total CACS, respectively). Conclusion Present Heart-labelling method provides a further improvement in fully automated, total, and vessel-specific CAC quantification on gated CCT.
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Affiliation(s)
- Daigo Takahashi
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Shinichiro Fujimoto
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Yui O Nozaki
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Ayako Kudo
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Yuko O Kawaguchi
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Kazuhisa Takamura
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Makoto Hiki
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Eisuke Sato
- Department of Radiological Technology, Faculty of Health Science, Juntendo University, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Nobuo Tomizawa
- Department of Radiology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Hiroyuki Daida
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
- Department of Radiological Technology, Faculty of Health Science, Juntendo University, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
| | - Tohru Minamino
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo Bunkyo-ku, Tokyo 113-8421, Japan
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11
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Polli I, Bruscato NM, Luz PLD, Freitas DDM, de Almeida AO, Carli WD, Moriguchi EH. Determination of Vascular Age in Men Using the Coronary Calcium Score and its Impact on Restratification of Cardiovascular Risk. Arq Bras Cardiol 2023; 120:e20230253. [PMID: 37909580 PMCID: PMC10593387 DOI: 10.36660/abc.20230253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 07/16/2023] [Accepted: 08/16/2023] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND Identifying asymptomatic individuals at risk of developing cardiovascular disease is one of the main goals of preventive cardiology. The coronary calcium score (CCS) makes it possible to estimate vascular age, which has shown to be more reliable than chronological age for determining cardiovascular risk. OBJECTIVES To reclassify cardiovascular risk based on arterial age and evaluate CCS progression during follow-up. METHODS We included 150 asymptomatic men who underwent clinical and CCS evaluation in 2 evaluations with an interval of 7.6 years. We classified patients by traditional risk scores and arterial age. We evaluated which variables were associated with greater CCS progression during the period, considering a statistical significance level of 5% (p < 0.05). RESULTS The use of arterial age in the stratification of cardiovascular risk in comparison with the Framingham risk score (FRS) reclassified 29% of individuals to a higher risk category and 37% to a lower risk category. Regarding the American Heart Association and American College of Cardiology score (ASCVD), 31% were reclassified as higher risk and 36% as lower risk. The initial classification by arterial age was directly related to the progression of CCS throughout follow-up (p < 0.001). This was not observed for the FRS (p = 0.862) or ASCVD (p = 0.153). The individual variables most associated with CCS progression were high systolic blood pressure and low HDL. CONCLUSION Cardiovascular risk stratification using arterial age showed a better association than the FRS and ASCVD in identifying individuals with higher risk of atherosclerosis progression.
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Affiliation(s)
- Ismael Polli
- Universidade Federal do Rio Grande do SulPorto AlegreRSBrasil Universidade Federal do Rio Grande do Sul , Porto Alegre , RS – Brasil
| | - Neide Maria Bruscato
- Hospital Comunitário São Peregrino LazzioziAVAESVeranópolisRSBrasil Hospital Comunitário São Peregrino Lazziozi , Associação Veranense de Assistência em Saúde ( AVAES ), Veranópolis , RS – Brasil
- Instituto MoriguchiVeranópolisRSBrasil Instituto Moriguchi , Veranópolis , RS – Brasil
| | - Protasio Lemos Da Luz
- Hospital das ClínicasFaculdade de MedicinaUniversidade de São PauloSão PauloSPBrasil Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP – Brasil
| | - Douglas Dal Más Freitas
- Universidade Federal do Rio Grande do SulPorto AlegreRSBrasil Universidade Federal do Rio Grande do Sul , Porto Alegre , RS – Brasil
- Instituto MoriguchiVeranópolisRSBrasil Instituto Moriguchi , Veranópolis , RS – Brasil
| | - Angélica Oliveira de Almeida
- Universidade Federal do Rio Grande do SulPorto AlegreRSBrasil Universidade Federal do Rio Grande do Sul , Porto Alegre , RS – Brasil
- Instituto MoriguchiVeranópolisRSBrasil Instituto Moriguchi , Veranópolis , RS – Brasil
| | - Waldemar De Carli
- Hospital Comunitário São Peregrino LazzioziAVAESVeranópolisRSBrasil Hospital Comunitário São Peregrino Lazziozi , Associação Veranense de Assistência em Saúde ( AVAES ), Veranópolis , RS – Brasil
| | - Emilio Hideyuki Moriguchi
- Universidade Federal do Rio Grande do SulPorto AlegreRSBrasil Universidade Federal do Rio Grande do Sul , Porto Alegre , RS – Brasil
- Instituto MoriguchiVeranópolisRSBrasil Instituto Moriguchi , Veranópolis , RS – Brasil
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12
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Yang SC, Wu YJ, Wang WH, Wu FZ. Gender Differences in Subclinical Coronary Atherosclerosis in the Asian Population With a Coronary Artery Calcium Score of Zero. Am J Cardiol 2023; 203:29-36. [PMID: 37481809 DOI: 10.1016/j.amjcard.2023.06.074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 06/15/2023] [Accepted: 06/24/2023] [Indexed: 07/25/2023]
Abstract
There is little evidence on whether gender difference influences the incidence of subclinical coronary atherosclerosis in Asian populations with a 0 score. In this study, we investigated the influence of age and gender on the extent of subclinical coronary atherosclerotic burden within a healthy Asian population with a 0 coronary artery calcium (CAC) score. A total of 934 participants (320 women and 614 men) from Taiwan's Han Chinese population with an initial CAC score of 0 were included in this study. They underwent 2 consecutive cardiac computed tomography scans over a clinical follow-up period of 4.35 ± 2.37 years. Clinical information and laboratory measurements were collected for analysis. Compared with the female group, the male group demonstrated significantly higher rates of subclinical CAC progression (27.4% vs 13.8%, p <0.001). Across the age group deciles (≤40, 41 to 50, 51 to 60, ≥61 years), the male group had a higher prevalence of subclinical CAC progression than the female group. For the subclinical CAC progression, the logistic regression model demonstrated that age, gender (male gender), cholesterol level, and follow-up period were statistically significant parameters. In conclusion, these findings support that a gender difference impacts the long-term natural course of subclinical coronary calcification conversion in women compared with men, suggesting that the gender-based effect on coronary CAC conversion plays an important role in subclinical coronary atherosclerosis risk stratification in personalized preventive medicine.
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Affiliation(s)
- Shu-Ching Yang
- Intelligent Electronic Commerce Research Center, Institute of Education, National Sun Yat-Sen University, Kaohsiung, Taiwan
| | - Yun-Ju Wu
- Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Wen-Hwa Wang
- Department of Cardiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Fu-Zong Wu
- Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan; Institute of Education, National Sun Yat-Sen University, Kaohsiung, Taiwan; School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung, Taiwan; Faculty of Medicine, School of Medicine, National Yang Ming University, Taipei, Taiwan.
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13
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Budoff MJ, Kinninger A, Gransar H, Achenbach S, Al-Mallah M, Bax JJ, Berman DS, Cademartiri F, Callister TQ, Chang HJ, Chow BJW, Cury RC, Feuchtner G, Hadamitzky M, Hausleiter J, Kaufmann PA, Leipsic J, Lin FY, Kim YJ, Marques H, Pontone G, Rubinshtein R, Shaw LJ, Villines TC, Min JK. When Does a Calcium Score Equate to Secondary Prevention?: Insights From the Multinational CONFIRM Registry. JACC Cardiovasc Imaging 2023; 16:1181-1189. [PMID: 37227328 DOI: 10.1016/j.jcmg.2023.03.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/30/2023] [Accepted: 03/14/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND Elevated coronary artery calcium (CAC) scores in subjects without prior atherosclerotic cardiovascular disease (ASCVD) have been shown to be associated with increased cardiovascular risk. OBJECTIVES The authors sought to determine at what level individuals with elevated CAC scores who have not had an ASCVD event should be treated as aggressively for cardiovascular risk factors as patients who have already survived an ASCVD event. METHODS The authors performed a cohort study comparing event rates of patients with established ASVCD to event rates in persons with no history of ASCVD and known calcium scores to ascertain at what level elevated CAC scores equate to risk associated with existing ASCVD. In the multinational CONFIRM (Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter) registry, the authors compared ASCVD event rates in persons without a history of myocardial infarction (MI) or revascularization (as categorized on CAC scores) to event rates in those with established ASCVD. They identified 4,511 individuals without known coronary artery disease (CAC) who were compared to 438 individuals with established ASCVD. CAC was categorized as 0, 1 to 100, 101 to 300, and >300. Cumulative major adverse cardiovascular events (MACE), MACE plus late revascularization, MI, and all-cause mortality incidence was assessed using the Kaplan-Meier method for persons with no ASCVD history by CAC level and persons with established ASCVD. Cox proportional hazards regression analysis was used to calculate HRs with 95% CIs, which were adjusted for traditional cardiovascular risk factors. RESULTS The mean age was 57.6 ± 12.4 years (56% male). In total, 442 of 4,949 (9%) patients experienced MACEs over a median follow-up of 4 years (IQR: 1.7-5.7 years). Incident MACEs increased with higher CAC scores, with the highest rates observed with CAC score >300 and in those with prior ASCVD. All-cause mortality, MACEs, MACE + late revascularization, and MI event rates were not statistically significantly different in those with CAC >300 compared with established ASCVD (all P > 0.05). Persons with a CAC score <300 had substantially lower event rates. CONCLUSIONS Patients with CAC scores >300 are at an equivalent risk of MACE and its components as those treated for established ASCVD. This observation, that those with CAC >300 have event rates comparable to those with established ASCVD, supplies important background for further study related to secondary prevention treatment targets in subjects without prior ASCVD with elevated CAC. Understanding the CAC scores that are associated with ASCVD risk equivalent to stable secondary prevention populations may be important for guiding the intensity of preventive approaches more broadly.
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Affiliation(s)
- Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor-University of California, Los Angeles, Torrance, California, USA; Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA.
| | - April Kinninger
- Department of Medicine, Lundquist Institute at Harbor-University of California, Los Angeles, Torrance, California, USA
| | - Heidi Gransar
- Department of Imaging, Cedars-Sinai Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Stephan Achenbach
- Department of Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Mouaz Al-Mallah
- Department of Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Jeroen J Bax
- CardioVascular Imaging Unit, Leiden University Medical Center, Leiden, the Netherlands
| | - Daniel S Berman
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA; Department of Imaging, Cedars-Sinai Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Filippo Cademartiri
- CardioVascular Imaging Unit, Leiden University Medical Center, Leiden, the Netherlands
| | - Tracy Q Callister
- Tennessee Heart and Vascular Institute, Hendersonville, Tennessee, USA
| | - Hyuk-Jae Chang
- Division of Cardiology, Severance Cardiovascular Hospital, Seoul, Korea
| | - Benjamin J W Chow
- Department of Radiology, University of Ottawa Heart Institute and University of Ottawa, Ontario, Canada
| | - Ricardo C Cury
- Baptist Cardiac and Vascular Institute, Miami, Florida, USA
| | - Gudrun Feuchtner
- Department of Radiology, Medical University Innsbruck, Innsbruck, Austria
| | - Martin Hadamitzky
- Division of Cardiology, Deutsches Herzzentrum Munchen, Munich, Germany
| | - Joerg Hausleiter
- Division of Cardiology, Deutsches Herzzentrum Munchen, Munich, Germany
| | - Philipp A Kaufmann
- Department of Nuclear Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Jonathon Leipsic
- Department of Radiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fay Y Lin
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Yong-Jin Kim
- Seoul National University Hospital, Seoul, South Korea
| | - Hugo Marques
- Department of Radiology, Universidade Católica Portuguesa, Lisbon, Portugal
| | - Gianluca Pontone
- Centro Cardiologico Monzino, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
| | | | - Leslee J Shaw
- Division of Cardiovascular Medicine, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Todd C Villines
- Department of Medicine, Mount Sinai School of Medicine, New York, New York, USA
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14
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Matsuo K, Fukushima K, Abe T, Saito S, Kato S, Arai T, Nakano S. Progression of coronary artery calcification after radiation therapy for esophageal cancer. Coron Artery Dis 2023; 34:453-461. [PMID: 37222217 PMCID: PMC10373852 DOI: 10.1097/mca.0000000000001256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 04/24/2023] [Indexed: 05/25/2023]
Abstract
BACKGROUND Advances in cancer treatment have resulted in increased attention toward potential cardiac complications, especially following treatment for esophageal cancer, which is associated with a risk of coronary artery disease. As the heart is directly irradiated during radiotherapy, coronary artery calcification (CAC) may progress in the short term. Therefore, we aimed to investigate the characteristics of patients with esophageal cancer that predispose them to coronary artery disease, CAC progression on PET-computed tomography and the associated factors, and the impact of CAC progression on clinical outcomes. METHODS We retrospectively screened 517 consecutive patients who received radiation therapy for esophageal cancer from our institutional cancer treatment database between May 2007 and August 2019. CAC scores were analyzed clinically for 187 patients who remained by exclusion criteria. RESULTS A significant increase in the Agatston score was observed in all patients (1 year: P = 0.001*, 2 years: P < 0.001*). Specifically for patients receiving middle-lower chest irradiation (1 year: P = 0.001*, 2 years: P < 0.001*) and those with CAC at baseline (1 year: P = 0.001*, 2 years: P < 0.001*), a significant increase in the Agatston score was observed. There was a trend for a difference in all-cause mortality between patients who had irradiation of the middle-lower chest ( P = 0.053) and those who did not. CONCLUSION CAC can progress within 2 years after the initiation of radiotherapy to the middle or lower chest for esophageal cancer, particularly in patients with detectable CAC before radiotherapy initiation.
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Affiliation(s)
| | | | - Takanori Abe
- Radiation Oncology, Saitama Medical University, International Medical Center, Saitama, Japan
| | - Satoshi Saito
- Radiation Oncology, Saitama Medical University, International Medical Center, Saitama, Japan
| | - Shingo Kato
- Radiation Oncology, Saitama Medical University, International Medical Center, Saitama, Japan
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15
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Jin H, Qin X, Zhao F, Yan Y, Meng Y, Shu Z, Gong X. Is coronary artery calcium an independent risk factor for white matter hyperintensity? BMC Neurol 2023; 23:313. [PMID: 37648961 PMCID: PMC10466815 DOI: 10.1186/s12883-023-03364-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/17/2023] [Indexed: 09/01/2023] Open
Abstract
BACKGROUND Cardiovascular diseases have been considered the primary cause of disability and death worldwide. Coronary artery calcium (CAC) is an important indicator of the severity of coronary atherosclerosis. This study is aimed to investigate the relationship between CAC and white matter hyperintensity (WMH) in the context of diagnostic utility. METHODS A retrospective analysis was conducted on 342 patients with a diagnosis of WMH on magnetic resonance images (MRI) who also underwent chest computed tomography (CT) scans. WMH volumes were automatically measured using a lesion prediction algorithm. Subjects were divided into four groups based on the CAC score obtained from chest CT scans. A multilevel mixed-effects linear regression model considering conventional vascular risk factors assessed the association between total WMH volume and CAC score. RESULTS Overall, participants with coronary artery calcium (CAC score > 0) had larger WMH volumes than those without calcium (CAC score = 0), and WMH volumes were statistically different between the four CAC score groups, with increasing CAC scores, the volume of WMH significantly increased. In the linear regression model 1 of the high CAC score group, for every 1% increase in CAC score, the WMH volume increases by 2.96%. After including other covariates in model 2 and model 3, the β coefficient in the high CAC group remains higher than in the low and medium CAC score groups. CONCLUSION In elderly adults, the presence and severity of CAC is related to an increase in WMH volume. Our findings suggest an association between two different vascular bed diseases in addition to traditional vascular risk factors, possibly indicating a comorbid mechanism.
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Affiliation(s)
- Hui Jin
- Bengbu Medical College, Bengbu, 233030, China
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital(Affiliated People's Hospital), Hangzhou Medical College, No. 158 Shangtang Road, Hangzhou City, Zhejiang Province, China
| | - Xue Qin
- Bengbu Medical College, Bengbu, 233030, China
| | - Fanfan Zhao
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital(Affiliated People's Hospital), Hangzhou Medical College, No. 158 Shangtang Road, Hangzhou City, Zhejiang Province, China
| | - Yuting Yan
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital(Affiliated People's Hospital), Hangzhou Medical College, No. 158 Shangtang Road, Hangzhou City, Zhejiang Province, China
| | - Yu Meng
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital(Affiliated People's Hospital), Hangzhou Medical College, No. 158 Shangtang Road, Hangzhou City, Zhejiang Province, China
| | - Zhenyu Shu
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital(Affiliated People's Hospital), Hangzhou Medical College, No. 158 Shangtang Road, Hangzhou City, Zhejiang Province, China
| | - Xiangyang Gong
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital(Affiliated People's Hospital), Hangzhou Medical College, No. 158 Shangtang Road, Hangzhou City, Zhejiang Province, China.
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Ngamdu KS, Ghosalkar DS, Chung HE, Christensen JL, Lee C, Butler CA, Ho T, Chu A, Heath JR, Baig M, Wu WC, Choudhary G, Morrison AR. Long-term statin therapy is associated with severe coronary artery calcification. PLoS One 2023; 18:e0289111. [PMID: 37498869 PMCID: PMC10374064 DOI: 10.1371/journal.pone.0289111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 07/11/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND Atherosclerosis and consequent risk of cardiovascular events or mortality can be accurately assessed by quantifying coronary artery calcium score (CACS) derived from computed tomography. HMG-CoA-reductase inhibitors (statins) are the primary pharmacotherapy used to reduce cardiovascular events, yet there is growing data that support statin use may increase coronary calcification. We set out to determine the likelihood of severe CACS in the context of chronic statin therapy. METHODS We established a retrospective, case-control study of 1,181 U.S. veterans without coronary artery disease (CAD) from a single site, the Providence VA Medical Center. Duration of statin therapy for primary prevention was divided into 5-year categorical increments. The primary outcome was CACS derived from low-dose lung cancer screening computed tomography (LCSCT), stratified by CACs severity (none = 0; mild = 1-99; moderate = 100-399; and severe ≥400 AU). Statin duration of zero served as the referent control. Ordinal logistic regression analysis determined the association between duration of statin use and CACS categories. Proportional odds assumption was tested using likelihood ratio test. Atherosclerotic cardiovascular disease (ASCVD) risk score, body mass index, and CKD (glomerular filtration rate of <60 ml/min/1.73 m2) were included in the adjustment models. RESULTS The mean age of the study population was 64.7±7.2 years, and 706 (60%) patients were prescribed a statin at baseline. Duration of statin therapy was associated with greater odds of having increased CACS (>0-5 years, OR: 1.71 [CI: 1.34-2.18], p<0.001; >5-10 years, OR: 2.80 [CI: 2.01-3.90], p<0.001; >10 years, OR: 5.30 [CI: 3.23-8.70], p<0.001), and the relationship between statin duration and CACS remained significant after multivariate adjustment (>0-5 years, OR: 1.49 [CI: 1.16-1.92], p = 0.002; >5-10 years, OR: 2.38 [CI: 1.7-3.35], p<0.001; >10 years, OR: 4.48 [CI: 2.7-7.43], p<0.001). CONCLUSIONS Long-term use of statins is associated with increased likelihood of severe CACS in patients with significant smoking history. The use of CACS to interpret cardiovascular event risk may require adjustment in the context of chronic statin therapy.
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Affiliation(s)
- Kyari Sumayin Ngamdu
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Dhairyasheel S. Ghosalkar
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Hojune E. Chung
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Jared L. Christensen
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Cadence Lee
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Celia A. Butler
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Tiffany Ho
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Alice Chu
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Jacob R. Heath
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Muhammad Baig
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Wen-Chih Wu
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Gaurav Choudhary
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Alan R. Morrison
- Departments of Research and Medicine, Vascular Research Laboratory, Providence VA Medical Center, Providence, Rhode Island, United States of America
- Department of Research, Ocean State Research Institute, Inc., Providence, Rhode Island, United States of America
- Department of Medicine, Section of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
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BERGE KRISTIAN, AENGEVAEREN VINCENTL, MOSTERD AREND, VELTHUIS BIRGITTAK, LYNGBAKKEN MAGNUSN, OMLAND TORBJØRN, SCHALKWIJK CASPERG, EIJSVOGELS THIJSMH. Plasma Advanced Glycation End Products and Dicarbonyl Compounds Are Not Associated with Coronary Atherosclerosis in Athletes. Med Sci Sports Exerc 2023; 55:1143-1150. [PMID: 36849122 PMCID: PMC10241437 DOI: 10.1249/mss.0000000000003152] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
PURPOSE Coronary atherosclerosis is the leading cause of sudden death among athletes >35 yr old, but current cardiovascular risk prediction algorithms have not been validated for athletes. Advanced glycation end products (AGE) and dicarbonyl compounds have been associated with atherosclerosis and rupture-prone plaques in patients and ex vivo studies. The detection of AGE and dicarbonyl compounds might be a novel screening tool for high-risk coronary atherosclerosis in older athletes. METHODS Concentrations of three different AGE and the dicarbonyl compounds methylglyoxal, glyoxal, and 3-deoxyglucosone were measured in plasma with ultraperformance liquid chromatography tandem mass spectrometry in athletes from the Measuring Athletes' Risk of Cardiovascular Events 2 study cohort. Coronary plaques, plaque characteristics (calcified, noncalcified or mixed), and coronary artery calcium (CAC) scores were assessed with coronary computed tomography, and potential associations with AGE and dicarbonyl compounds were analyzed using linear and logistic regression. RESULTS A total of 289 men were included (60 [quartiles 1-3 = 56-66] yr old, body mass index = 24.5 [22.9-26.6] kg·m -2 ), with a weekly exercise volume of 41 (25-57) MET-hours. Coronary plaques were detected in 241 participants (83%), with a dominant plaque type of calcified plaques in 42%, noncalcified plaques in 12% and mixed plaques in 21%. No AGE or dicarbonyl compounds were associated with total number of plaques or any of the plaque characteristics in adjusted analyses. Similarly, AGE and dicarbonyl compounds were not associated with CAC score. CONCLUSIONS Concentrations of plasma AGE and dicarbonyl compounds do not predict the presence of coronary plaques, plaque characteristics or CAC scores, in middle-age and older athletes.
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Affiliation(s)
- KRISTIAN BERGE
- Department of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, THE NETHERLANDS
- Division of Medicine, Department of Cardiology, Akershus University Hospital, Lørenskog, NORWAY
- K.G. Jebsen Center for Cardiac Biomarkers, Institute of Clinical Medicine, University of Oslo, Oslo, NORWAY
| | - VINCENT L. AENGEVAEREN
- Department of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, THE NETHERLANDS
| | - AREND MOSTERD
- Department of Cardiology, Meander Medical Center, Amersfoort, THE NETHERLANDS
| | | | - MAGNUS N. LYNGBAKKEN
- Department of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, THE NETHERLANDS
- Division of Medicine, Department of Cardiology, Akershus University Hospital, Lørenskog, NORWAY
| | - TORBJØRN OMLAND
- Department of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, THE NETHERLANDS
- Division of Medicine, Department of Cardiology, Akershus University Hospital, Lørenskog, NORWAY
| | - CASPER G. SCHALKWIJK
- Department of Internal Medicine, CARIM School for Cardiovascular Diseases, University Hospital Maastricht, Maastricht, THE NETHERLANDS
| | - THIJS M. H. EIJSVOGELS
- Department of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, THE NETHERLANDS
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18
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De Azevedo D, Geers J, Gheysens O, Dweck M, Vancraeynest D. 18F-Sodium Fluoride PET/CT in Assessing Valvular Heart and Atherosclerotic Diseases. Semin Nucl Med 2023; 53:241-257. [PMID: 36116988 DOI: 10.1053/j.semnuclmed.2022.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 08/22/2022] [Indexed: 11/11/2022]
Abstract
Aortic valve stenosis is the most common valvular disease in Western countries, while atherosclerotic cardiovascular disease is the foremost cause of death and disability worldwide. Valve degeneration and atherosclerosis are mediated by inflammation and calcification and inevitably progress over time. Computed tomography can visualise the later stages of macroscopic calcification but fails to assess the early stages of microcalcification and cannot differentiate active from burnt out disease states. Molecular imaging has the ability to provide complementary information related to disease activity, which may allow us to detect disease early, to predict disease progression and to monitor preventive or therapeutic strategies for in both aortic stenosis and atherosclerosis. PET/CT is a non-invasive imaging technique that enables visualization of ongoing molecular processes within small structures, such as the coronary arteries or heart valves. 18F-sodium fluoride (18F-NaF) binds hydroxyapatite deposits in the extracellular matrix, with preferential binding to newly developing deposits of microcalcification, which provides an assessment of calcification activity. In recent years, 18F-NaF has attracted the attention of many research groups and has been evaluated in several pathological cardiovascular processes. Histologic validation of the 18F-NaF PET signal in valvular disease and atherosclerosis has been reported in multiple independent studies. The selective high-affinity binding of 18F-NaF to microscopic calcified deposits (beyond the resolution of μCT) has been demonstrated ex vivo, as well as its ability to distinguish between areas of macro- and active microcalcification. In addition, prospective clinical studies have shown that baseline 18F-NaF uptake in patients with aortic stenosis and mitral annular calcification is correlated with subsequent calcium deposition and valvular dysfunction after a follow-up period of 2 years. In patients with surgical bioprosthetic aortic valves but without morphological criteria for prosthetic degeneration, increased 18F-NaF uptake at baseline was associated with subsequent bioprosthetic degeneration over time. Similar data were obtained in a cohort of patients with transcatheter aortic valve implantation. Furthermore, several studies have confirmed the association of coronary 18F-NaF uptake with adverse atherosclerotic plaque features, active disease and future disease progression. 18F-NaF uptake is also associated with future fatal or nonfatal myocardial infarction in patients with established coronary artery disease. The link between 18F-NaF uptake and active atherosclerotic disease has not only been demonstrated in the coronary arteries, but also in peripheral arterial disease, abdominal aortic aneurysms and carotid atherosclerosis. It can be assumed that 18F-NaF PET/CT will strengthen the diagnostic toolbox of practitioners in the coming years. Indeed, there is a strong medical need to diagnose degenerative valvular disease and to detect active atherosclerotic disease states. Finally, the use of 18F-NaF as a biomarker to monitor the efficacy of drug therapies in preventing these pathological processes is attractive. In this review, we consider the role of 18F-NaF PET/CT imaging in cardiac valvular diseases and atherosclerosis.
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Affiliation(s)
- David De Azevedo
- Department of Cardiovascular Diseases, Cliniques Universitaires St. Luc, and IREC/CARD UCLouvain, Brussels, Belgium.
| | - Jolien Geers
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, The Chancellor's Building, Little France Crescent, Midlothian, Edinburgh, UK; Department of Cardiology, CHVZ (Centrum voor Hart en Vaatziekten), Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Olivier Gheysens
- Department of Nuclear Medicine, Cliniques Universitaires Saint-Luc and Institute of Clinical and Experimental Research (IREC), Université catholique de Louvain (UCLouvain), Brussels, Belgium
| | - Marc Dweck
- Department of Cardiology, CHVZ (Centrum voor Hart en Vaatziekten), Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - David Vancraeynest
- Department of Cardiovascular Diseases, Cliniques Universitaires St. Luc, and IREC/CARD UCLouvain, Brussels, Belgium
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19
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Langenbach MC, Sandstede J, Sieren MM, Barkhausen J, Gutberlet M, Bamberg F, Lehmkuhl L, Maintz D, Naehle CP. German Radiological Society and the Professional Association of German Radiologists Position Paper on Coronary computed tomography: Clinical Evidence and Quality of Patient Care in Chronic Coronary Syndrome. ROFO-FORTSCHR RONTG 2023; 195:115-134. [PMID: 36634682 DOI: 10.1055/a-1973-9687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
This position paper is a joint statement of the German Radiological Society (DRG) and the Professional Association of German Radiologists (BDR), which reflects the current state of knowledge about coronary computed tomography. It is based on preclinical and clinical studies that have investigated the clinical relevance as well as the technical requirements and fundamentals of cardiac computed tomography. CITATION FORMAT: · Langenbach MC, Sandstede J, Sieren M et al. DRG and BDR Position Paper on Coronary CT: Clinical Evidence and Quality of Patient Care in Chronic Coronary Syndrome. Fortschr Röntgenstr 2023; 195: 115 - 133.
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Affiliation(s)
- Marcel C Langenbach
- Institute for Diagnostic and Interventional Radiology, University Hospital Cologne, Koln, Germany.,Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jörn Sandstede
- Radiologische Allianz, Hamburg, Germany.,Berufsverband der deutschen Radiologen e. V. (BDR), München, Deutschland
| | - Malte M Sieren
- Department of Radiology and Nuclear Medicine, University Hospital Schleswig-Holstein Campus Luebeck, Lübeck, Germany
| | - Jörg Barkhausen
- Department of Radiology and Nuclear Medicine, University Hospital Schleswig-Holstein Campus Luebeck, Lübeck, Germany
| | - Matthias Gutberlet
- Department of Diagnostic and Interventional Radiology, Leipzig Heart Centre University Hospital, Leipzig, Germany
| | - Fabian Bamberg
- Department of Diagnostic and Interventional Radiology, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Lukas Lehmkuhl
- Department for Diagnostic and Interventional Radiology, RHÖN Clinic, Campus Bad Neustadt, Germany
| | - David Maintz
- Institute for Diagnostic and Interventional Radiology, University Hospital Cologne, Koln, Germany
| | - Claas P Naehle
- Institute for Diagnostic and Interventional Radiology, University Hospital Cologne, Koln, Germany.,Radiologische Allianz, Hamburg, Germany
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20
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Wetscherek MTA, McNaughton E, Majcher V, Wetscherek A, Sadler TJ, Alsinbili A, Teh WH, Moore SD, Patel N, Smith WPW, Krishnan U. Incidental coronary artery calcification on non-gated CT thorax correlates with risk of cardiovascular events and death. Eur Radiol 2023:10.1007/s00330-023-09428-z. [PMID: 36705681 PMCID: PMC9881510 DOI: 10.1007/s00330-023-09428-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 01/02/2023] [Accepted: 01/04/2023] [Indexed: 01/28/2023]
Abstract
OBJECTIVES To assess coronary artery calcification (CAC) on non-contrast non-ECG-gated CT thorax (NC-NECG-CTT) and to evaluate its correlation with short-term risk of cardiovascular disease (CVD) events and death. METHODS Single-institution retrospective study including all patients 40-70 years old who underwent NC-NECG-CTT over a period of 6 months. Individuals with known CVD were excluded. The presence of CAC was assessed and quantified by the Agatston score (CACS). CAC severity was defined as mild (< 100), moderate (100-400), or severe (> 400). CVD events (including CVD death, myocardial infarction, revascularisation procedures, ischaemic stroke, acute peripheral atherosclerotic ischaemia), and all-cause mortality over a median of 3.5 years were recorded. Cox proportional-hazards regression modelling was performed including CACS, age, gender and CVD risk factors (smoking, hypertension, diabetes mellitus, dyslipidaemia, and family history of CVD). RESULTS Of the total 717 eligible cases, 325 (45%) had CAC. In patients without CAC, there was only one CVD event, compared to 26 CVD events including 5 deaths in patients with CAC. The presence and severity of CAC correlated with CVD events (p < 0.001). A CACS > 100 was significantly associated with both CVD events, hazard ratio (HR) 5.74, 95% confidence interval: 2.19-15.02; p < 0.001, and all-cause mortality, HR 1.7, 95% CI: 1.08-2.66; p = 0.02. Ever-smokers with CAC had a significantly higher risk for all-cause mortality compared to never-smokers (p = 0.03), but smoking status was not an independent predictor for CVD events in any subgroup category of CAC severity. CONCLUSIONS The presence and severity of CAC assessed on NC-NECG-CTT correlates with short-term cardiovascular events and death. KEY POINTS • Patients aged 40-70 years old without known CVD but with CAC on NC-NECG-CTT have a higher risk of CVD events compared to those without CAC. • CAC (Agatston) score above 100 confers a 5.7-fold increase in the risk of short-term CVD events in these patients. • The presence and severity of CAC on NC-NECG-CTT may have prognostic and therapeutic implications.
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Affiliation(s)
- Maria T A Wetscherek
- Department of Radiology, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Hills Rd, Cambridge, CB2 0QQ, UK.
| | - Edwina McNaughton
- Department of Cardiology, Royal Papworth Hospital NHS Foundation Trust, Papworth Rd, Trumpington, Cambridge, CB2 0AY, UK
| | - Veronika Majcher
- Department of Radiology, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Hills Rd, Cambridge, CB2 0QQ, UK
| | - Andreas Wetscherek
- Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, 15 Cotswold Rd, London, SM2 5NG, UK
| | - Timothy J Sadler
- Department of Radiology, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Hills Rd, Cambridge, CB2 0QQ, UK
| | - Ahmed Alsinbili
- Department of Cardiology, Royal Papworth Hospital NHS Foundation Trust, Papworth Rd, Trumpington, Cambridge, CB2 0AY, UK
| | - Wen Hui Teh
- Department of Cardiology, Royal Papworth Hospital NHS Foundation Trust, Papworth Rd, Trumpington, Cambridge, CB2 0AY, UK
| | - Samuel D Moore
- School of Clinical Medicine, University of Cambridge, Hills Rd, Cambridge, CB2 0SP, UK
| | - Nirav Patel
- School of Clinical Medicine, University of Cambridge, Hills Rd, Cambridge, CB2 0SP, UK
| | - William P W Smith
- School of Clinical Medicine, University of Cambridge, Hills Rd, Cambridge, CB2 0SP, UK
| | - Unni Krishnan
- Department of Cardiology, Royal Papworth Hospital NHS Foundation Trust, Papworth Rd, Trumpington, Cambridge, CB2 0AY, UK
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21
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Jiang Q, Liu B, Yang L, Wang Y, Yu W, Zhang F, Shi Y, Wang Y. The value of regional and global CACS combined with SPECT MPI in detecting obstructive CAD: a retrospective real-world comparative study. BMC Cardiovasc Disord 2023; 23:12. [PMID: 36631747 PMCID: PMC9832744 DOI: 10.1186/s12872-023-03051-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 01/09/2023] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVE Previous studies have shown that global coronary artery calcium score (CACS) can improve single photon emission computerized tomography (SPECT) myocardial perfusion imaging (MPI) to detect obstructive coronary artery disease (CAD). Whether regional CACS can improve SPECT MPI to detect obstructive CAD remains unclear. The aim of this study was to verify whether regional CACS has additional diagnostic value for obstructive CAD in suspected patients, compared to SPECT MPI and global CACS. METHODS The study included 321 suspected CAD patients who underwent one-stop rest-stress SPECT MPI and low-dose computed tomography (CT) scan. All patients underwent coronary angiography within one month after examination. MPI images were visually analyzed by 2 experienced nuclear cardiologists. The regional CACS of left anterior descending coronary artery (LAD), left circumflex coronary artery (LCX), right coronary artery (RCA) and global CACS were calculated. Obstructive CAD was defined as ≥ 70% narrowing of the inner diameter of the LAD, LCX, RCA or their main branches and ≥ 50% narrowing of the left main coronary artery (LM). RESULTS Among the 321 patients, 86 (26.8%, 86/321) had obstructive CAD. With the increased in global and regional CACS, there was an increasing trend of patients with obstructive CAD (P for trend < 0.001). Regional CACS had a better diagnostic performance in RCA territories (AUC 0.856, P < 0.001) compared with LAD, LCX territories (AUC 0.690, 0.674, respectively). The AUC of combined regional CACS and MPI was significantly higher than that of MPI alone (0.735 vs. 0.600, P < 0.001). However, based on MPI, the AUC of combined regional CACS was not significantly higher than that of global CACS (0.735 vs. 0.732, P = 0.898). The sensitivity and specificity of regional CACS combined with MPI for detecting obstructive CAD were 64.0% and 72.8%, respectively. CONCLUSIONS Regional CACS was effective in detecting obstructive CAD in RCA territory. Based on SPECT MPI, regional CACS improved the detection of obstructive CAD, but was not superior to global CACS.
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Affiliation(s)
- Qi Jiang
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China ,grid.268415.cYangzhou University, Yangzhou, Jiangsu Province China
| | - Bao Liu
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China
| | - Le Yang
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China
| | - Yufeng Wang
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China
| | - Wenji Yu
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China
| | - Feifei Zhang
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China
| | - Yunmei Shi
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China
| | - Yuetao Wang
- grid.452253.70000 0004 1804 524XDepartment of Nuclear Medicine, The Third Affiliated Hospital of Soochow University, No.185, Juqian Street, Changzhou, 213003 Jiangsu Province China ,grid.268415.cYangzhou University, Yangzhou, Jiangsu Province China
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22
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Woo SH, Kyung D, Lee SH, Park KS, Kim M, Kim K, Kwon HJ, Won YS, Choi I, Park YJ, Go DM, Oh JS, Yoon WK, Paik SS, Kim JH, Kim YH, Choi JH, Kim DY. TXNIP Suppresses the Osteochondrogenic Switch of Vascular Smooth Muscle Cells in Atherosclerosis. Circ Res 2023; 132:52-71. [PMID: 36448450 PMCID: PMC9829043 DOI: 10.1161/circresaha.122.321538] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
BACKGROUND The osteochondrogenic switch of vascular smooth muscle cells (VSMCs) is a pivotal cellular process in atherosclerotic calcification. However, the exact molecular mechanism of the osteochondrogenic transition of VSMCs remains to be elucidated. Here, we explore the regulatory role of TXNIP (thioredoxin-interacting protein) in the phenotypical transitioning of VSMCs toward osteochondrogenic cells responsible for atherosclerotic calcification. METHODS The atherosclerotic phenotypes of Txnip-/- mice were analyzed in combination with single-cell RNA-sequencing. The atherosclerotic phenotypes of Tagln-Cre; Txnipflox/flox mice (smooth muscle cell-specific Txnip ablation model), and the mice transplanted with the bone marrow of Txnip-/- mice were analyzed. Public single-cell RNA-sequencing dataset (GSE159677) was reanalyzed to define the gene expression of TXNIP in human calcified atherosclerotic plaques. The effect of TXNIP suppression on the osteochondrogenic phenotypic changes in primary aortic VSMCs was analyzed. RESULTS Atherosclerotic lesions of Txnip-/- mice presented significantly increased calcification and deposition of collagen content. Subsequent single-cell RNA-sequencing analysis identified the modulated VSMC and osteochondrogenic clusters, which were VSMC-derived populations. The osteochondrogenic cluster was markedly expanded in Txnip-/- mice. The pathway analysis of the VSMC-derived cells revealed enrichment of bone- and cartilage-formation-related pathways and bone morphogenetic protein signaling in Txnip-/- mice. Reanalyzing public single-cell RNA-sequencing dataset revealed that TXNIP was downregulated in the modulated VSMC and osteochondrogenic clusters of human calcified atherosclerotic lesions. Tagln-Cre; Txnipflox/flox mice recapitulated the calcification and collagen-rich atherosclerotic phenotypes of Txnip-/- mice, whereas the hematopoietic deficiency of TXNIP did not affect the lesion phenotype. Suppression of TXNIP in cultured VSMCs accelerates osteodifferentiation and upregulates bone morphogenetic protein signaling. Treatment with the bone morphogenetic protein signaling inhibitor K02288 abrogated the effect of TXNIP suppression on osteodifferentiation. CONCLUSIONS Our results suggest that TXNIP is a novel regulator of atherosclerotic calcification by suppressing bone morphogenetic protein signaling to inhibit the transition of VSMCs toward an osteochondrogenic phenotype.
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Affiliation(s)
- Sang-Ho Woo
- Department of Veterinary Pathology, College of Veterinary Medicine, Seoul National University, Korea (S.-H.W., D.-M.G., J.-S.O., D.-Y.K.)
| | - Dongsoo Kyung
- Laboratory of Developmental Biology and Genomics, Research Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University, Korea (D.K.)
| | - Seung Hyun Lee
- Department of Life Science, College of Natural Sciences, Research Institute of Natural Sciences, Research Institute for Convergence of Basic Sciences, Hanyang Institute of Bioscience and Biotechnology, Hanyang University, Seoul, Korea (S.H.L., K.S.P., M.K., K.K., J.-H.C.)
| | - Kyu Seong Park
- Department of Life Science, College of Natural Sciences, Research Institute of Natural Sciences, Research Institute for Convergence of Basic Sciences, Hanyang Institute of Bioscience and Biotechnology, Hanyang University, Seoul, Korea (S.H.L., K.S.P., M.K., K.K., J.-H.C.)
| | - Minkyu Kim
- Department of Life Science, College of Natural Sciences, Research Institute of Natural Sciences, Research Institute for Convergence of Basic Sciences, Hanyang Institute of Bioscience and Biotechnology, Hanyang University, Seoul, Korea (S.H.L., K.S.P., M.K., K.K., J.-H.C.)
| | - Kibyeong Kim
- Department of Life Science, College of Natural Sciences, Research Institute of Natural Sciences, Research Institute for Convergence of Basic Sciences, Hanyang Institute of Bioscience and Biotechnology, Hanyang University, Seoul, Korea (S.H.L., K.S.P., M.K., K.K., J.-H.C.)
| | - Hyo-Jung Kwon
- Department of Veterinary Pathology, College of Veterinary Medicine, Chungnam National University, Daejeon, Korea (H.-J.K.)
| | - Young-Suk Won
- Laboratory Animal Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Cheongju, Korea (Y.-S.W., W.K.Y.)
| | - Inpyo Choi
- Immunotherapy Convergence Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon, Korea (I.C.)
| | - Young-Jun Park
- Enviornmental Diseases Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon, Korea (Y.-J.P.)
| | - Du-Min Go
- Department of Veterinary Pathology, College of Veterinary Medicine, Seoul National University, Korea (S.-H.W., D.-M.G., J.-S.O., D.-Y.K.)
| | - Jeong-Seop Oh
- Department of Veterinary Pathology, College of Veterinary Medicine, Seoul National University, Korea (S.-H.W., D.-M.G., J.-S.O., D.-Y.K.)
| | - Won Kee Yoon
- Laboratory Animal Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Cheongju, Korea (Y.-S.W., W.K.Y.)
| | - Seung Sam Paik
- Department of Pathology, Hanyang University Medical College, Seoul, Korea (S.S.P., J.H.K.)
| | - Ji Hyeon Kim
- Department of Pathology, Hanyang University Medical College, Seoul, Korea (S.S.P., J.H.K.)
| | - Yong-Hwan Kim
- Department of Biological Sciences, Research Institute of Women’s Health, College of Natural Sciences, Sookmyung Women’s University, Seoul, Korea (Y.-H.K.)
| | - Jae-Hoon Choi
- Department of Life Science, College of Natural Sciences, Research Institute of Natural Sciences, Research Institute for Convergence of Basic Sciences, Hanyang Institute of Bioscience and Biotechnology, Hanyang University, Seoul, Korea (S.H.L., K.S.P., M.K., K.K., J.-H.C.)
| | - Dae-Yong Kim
- Department of Veterinary Pathology, College of Veterinary Medicine, Seoul National University, Korea (S.-H.W., D.-M.G., J.-S.O., D.-Y.K.)
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de Araújo ALV, Santos RD, Bittencourt MS, Dantas RN, Oshiro CA, Nomura CH, Bor-Seng-Shu E, Oliveira MDL, Leite CDC, Martin MDGM, Alves MM, Silva GS, Silva VM, Conforto AB. Ischemic stroke caused by large-artery atherosclerosis: a red flag for subclinical coronary artery disease. Front Neurol 2023; 14:1082275. [PMID: 37122290 PMCID: PMC10130387 DOI: 10.3389/fneur.2023.1082275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 02/24/2023] [Indexed: 05/02/2023] Open
Abstract
Background The coronary calcium score (CAC) measured on chest computerized tomography is a risk marker of cardiac events and mortality. We compared CAC scores in two multiethnic groups without symptomatic coronary artery disease: subjects in the chronic phase after stroke or transient ischemic attack and at least one symptomatic stenosis ≥50% in the carotid or vertebrobasilar territories (Groupathero) and a control group (Groupcontrol). Methods In this cross-sectional study, Groupathero included two subgroups: GroupExtraorIntra, with stenoses in either cervical or intracranial arteries, and GroupExtra&Intra, with stenoses in at least one cervical and one intracranial artery. Groupcontrol had no history of prior stroke/transient ischemic attacks and no stenoses ≥50% in cervical or intracranial arteries. Age and sex were comparable in all groups. Frequencies of CAC ≥100 and CAC > 0 were compared between Groupathero and Groupcontrol, as well as between GroupExtraorIntr, GroupExtra&Intra, and Groupcontrol, with bivariate logistic regressions. Multivariate analyses were also performed. Results A total of 120 patients were included: 80 in Groupathero and 40 in Groupcontrol. CAC >0 was significantly more frequent in Groupathero (85%) than Groupcontrol (OR, 4.19; 1.74-10.07; p = 0.001). Rates of CAC ≥100 were not significantly different between Groupathero and Groupcontrol but were significantly greater in GroupExtra&Intra (n = 13) when compared to Groupcontrol (OR 4.67; 1.21-18.04; p = 0.025). In multivariate-adjusted analyses, "Groupathero" and "GroupExtra&Intra" were significantly associated with CAC. Conclusion The frequency of coronary calcification was higher in subjects with stroke caused by large-artery atherosclerosis than in controls.
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Affiliation(s)
| | - Raul D. Santos
- Heart Institute (Instituto do Coração), University of São Paulo, Medical School Hospital, São Paulo, Brazil
- Hospital Israelita Albert Einstein, Academic Research Organization, São Paulo, Brazil
| | - Marcio Sommer Bittencourt
- Division of Cardiology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Roberto Nery Dantas
- Heart Institute (Instituto do Coração), University of São Paulo, Medical School Hospital, São Paulo, Brazil
- Hospital Israelita Albert Einstein, Academic Research Organization, São Paulo, Brazil
| | - Carlos André Oshiro
- Hospital das Clinicas, Neurology Clinical Division, University of São Paulo, São Paulo, Brazil
| | - Cesar Higa Nomura
- Heart Institute (Instituto do Coração), University of São Paulo, Medical School Hospital, São Paulo, Brazil
- Hospital Israelita Albert Einstein, Academic Research Organization, São Paulo, Brazil
| | - Edson Bor-Seng-Shu
- Hospital das Clinicas, Neurology Clinical Division, University of São Paulo, São Paulo, Brazil
| | | | | | | | - Maramelia Miranda Alves
- Neurology and Neurosurgery Department, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Gisele Sampaio Silva
- Neurology and Neurosurgery Department, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Victor Marinho Silva
- Hospital das Clinicas, Neurology Clinical Division, University of São Paulo, São Paulo, Brazil
| | - Adriana Bastos Conforto
- Hospital das Clinicas, Neurology Clinical Division, University of São Paulo, São Paulo, Brazil
- *Correspondence: Adriana Bastos Conforto
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Langenbach MC, Sandstede J, Sieren MM, Barkhausen J, Gutberlet M, Bamberg F, Lehmkuhl L, Maintz D, Nähle CP. [German Radiological Society and the Professional Association of German Radiologists position paper on coronary computed tomography: clinical evidence and quality of patient care in chronic coronary syndrome]. RADIOLOGIE (HEIDELBERG, GERMANY) 2023; 63:1-19. [PMID: 36633613 PMCID: PMC9838426 DOI: 10.1007/s00117-022-01096-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 11/14/2022] [Indexed: 01/13/2023]
Abstract
This position paper is a joint statement of the German Radiological Society (DRG) and the Professional Association of German Radiologists (BDR), which reflects the current state of knowledge about coronary computed tomography (CT). It is based on preclinical and clinical studies that have investigated the clinical relevance as well as the technical requirements and fundamentals of cardiac computed tomography.
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Affiliation(s)
- M. C. Langenbach
- grid.411097.a0000 0000 8852 305XInstitut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Köln, Köln, Deutschland ,grid.32224.350000 0004 0386 9924Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA USA
| | - J. Sandstede
- Radiologische Allianz, Hamburg, Deutschland ,Berufsverband der deutschen Radiologen e. V. (BDR), München, Deutschland
| | - M. M. Sieren
- grid.412468.d0000 0004 0646 2097Klinik für Radiologie und Nuklearmedizin, Universitätsklinikum Schleswig-Holstein, Campus Lübeck, Lübeck, Deutschland
| | - J. Barkhausen
- grid.412468.d0000 0004 0646 2097Klinik für Radiologie und Nuklearmedizin, Universitätsklinikum Schleswig-Holstein, Campus Lübeck, Lübeck, Deutschland
| | - M. Gutberlet
- grid.513819.70000 0004 0489 7230Abteilung für Diagnostische und Interventionelle Radiologie, Herzzentrum Leipzig – Universität Leipzig, Leipzig, Deutschland
| | - F. Bamberg
- grid.7708.80000 0000 9428 7911Medizinische Fakultät, Abteilung für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Freiburg, Freiburg, Deutschland
| | - L. Lehmkuhl
- Abteilung für Diagnostische und Interventionelle Radiologie, RHÖN Klinik, Campus Bad Neustadt, Bad Neustadt, Deutschland
| | - D. Maintz
- grid.411097.a0000 0000 8852 305XInstitut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Köln, Köln, Deutschland
| | - C. P. Nähle
- grid.411097.a0000 0000 8852 305XInstitut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Köln, Köln, Deutschland ,Radiologische Allianz, Hamburg, Deutschland
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Kumar P, Bhatia M. Coronary Artery Calcium Data and Reporting System (CAC-DRS): A Primer. J Cardiovasc Imaging 2023; 31:1-17. [PMID: 36693339 PMCID: PMC9880346 DOI: 10.4250/jcvi.2022.0029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 04/23/2022] [Accepted: 06/06/2022] [Indexed: 01/26/2023] Open
Abstract
The Coronary Artery Calcium Data and Reporting System (CAC-DRS) is a standardized reporting method for calcium scoring on computed tomography. CAC-DRS is applied on a per-patient basis and represents the total calcium score with the number of vessels involved. There are 4 risk categories ranging from CAC-DRS 0 to CAC-DRS 3. CAC-DRS also provides risk prediction and treatment recommendations for each category. The main strengths of CAC-DRS include a detailed and meaningful representation of CAC, improved communication between physicians, risk stratification, appropriate treatment recommendations, and uniform data collection, which provides a framework for education and research. The major limitations of CAC-DRS include a few missing components, an overly simple visual approach without any standard reference, and treatment recommendations lacking a basis in clinical trials. This consistent yet straightforward method has the potential to systemize CAC scoring in both gated and non-gated scans.
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Affiliation(s)
- Parveen Kumar
- Department of Radiodiagnosis & Imaging, Fortis Escort Heart Institute, New Delhi, India
| | - Mona Bhatia
- Department of Radiodiagnosis & Imaging, Fortis Escort Heart Institute, New Delhi, India
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26
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Influence of BMI on virtual coronary artery calcium scoring. Int J Cardiovasc Imaging 2022; 39:863-872. [PMID: 36583813 DOI: 10.1007/s10554-022-02785-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 12/19/2022] [Indexed: 12/31/2022]
Abstract
PURPOSE Virtual non-contrast (VNC) coronary artery calcium scoring (CAC) may obviate the need for traditional non-contrast (TNC) CAC. There is no data on the influence of body mass index (BMI) on VNC reliability. We aimed to evaluate the influence of BMI on VNC CAC agreement with TNC. MATERIALS AND METHODS All patients who underwent sequential CAC and coronary CT angiography (CCTA) using spectral CT with TNC CAC > 0 between August 2020 and December 2021 were included. Agatston CAC scores were calculated manually by 2 blinded readers from VNC scans. A correction factor was calculated from the slope of the linear regression using the method of least squares and applied to the VNC scores. Bland-Altman plots and Cohen's weighted Kappa were utilized. RESULTS We included 174 patients (57.5% female). Mean BMI was 32.6 ± 7.02 kg/m2 [BMI < 30 (39.7%); BMI 30-40 (45.4%); and BMI > 40 kg/m2 (14.9%)]. Mean TNC CAC was 177.8 ± 316.86 and mean VNC CAC after applying the correction factor 149.34 ± 296.73. The TNC value strongly correlated with VNC (r = 0.94; p < 0.0001). As BMI increased there was a progressive reduction in signal-to-noise ratio, contrast-to-noise ratio and coronary enhancement (p < 0.05). The degree of agreement between VNC and TNC CAC decreased as BMI increased (agreement = 91.79 (weighted Kappa = 0.72), 91.14 (weighted Kappa = 0.58) and 88.46% (weighted Kappa = 0.48) (all P values < 0.001) for BMI < 30; 30-40 and > 40 kg/m2, respectively). CONCLUSION BMI has a significant influence on the accuracy of VNC CAC. VNC CAC shows substantial agreement in non-obese patients but performs poorly in BMI > 40 kg/m2. This is the first study to evaluate the influence of body mass index (BMI) on virtual non-contrast (VNC) coronary artery calcium scoring (CAC) as compared to traditional non-contrast (TNC). We retrospectively evaluated 174 patients with TNC CAC and two blinded reviewers manually calculated the VNC CAC. All cases were included without specific selection for quality. The ratio between the two directly proportional values was determined using the slope from the linear regression through the method of least squares. This correction factor of 2.65 was applied to the calcium scores obtained from VNC images. We found that VNC CAC shows substantial risk-class agreement with TNC in non-obese patients (agreement = 91.79 and weighted Kappa = 0.72) but performs poorly in BMI > 40 kg/m2 (agreement: 88.46% and weighted Kappa = 0.48). These findings show the potential use of VNC CAC to avoid additional radiation in non-obese patients. However, further research on potential improvement strategies for VNC CAC in obese patients is needed.
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Xiong Z, Li J, Lin Y, Ye X, Xie P, Zhang S, Liu M, Huang Y, Liao X, Zhuang X. Intensity of hypertensive exposure in young adulthood and subclinical atherosclerosis in middle age: Evidence from the CARDIA study. Front Cardiovasc Med 2022; 9:959146. [PMID: 36568541 PMCID: PMC9768548 DOI: 10.3389/fcvm.2022.959146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 11/07/2022] [Indexed: 12/12/2022] Open
Abstract
Background Chronically high blood pressure (HBP) is a known risk factor for cardiovascular diseases. We measured the intensity of hypertensive exposure in young adults and calculated its prognostic significance for subclinical atherosclerosis in middle age. Methods The Coronary Artery Risk Development in Young Adults (CARDIA) study enrolled 5,115 healthy black and white Americans who were 18-30 years old at baseline (1985-1986). The intensity of hypertensive exposure was calculated as the area under the curve (mm Hg × years) from baseline to year 15. Coronary artery calcium (CAC) was identified at years 15, 20, and 25, and intima-media thickness (IMT) was identified at year 20. Results At baseline, the mean age was 40.1 years; 55.1% of participants were women, and 46.5% were black. After adjustment, cumulative systolic BP (SBP) was positively associated with CAC [hazard ratio (HR) = 1.23 (1.14, 1.32)] and IMT [β = 0.022 (0.017, 0.028)]. For CAC, the C-statistic for cumulative SBP was 0.643 (0.619, 0.667); compared to baseline SBP, the net reclassification index (NRI) of cumulative SBP was 0.180 (0.115, 0.256) and the integrated discrimination improvement (IDI) was 0.023 (0.012, 0.036). For IMT, the C-statistic for cumulative SBP was 0.674 (0.643, 0.705), the NRI was 0.220 (0.138, 0.305), and the IDI was 0.008 (0.004, 0.0012). Conclusion Greater intensity of hypertensive exposure in early adulthood is associated with subclinical atherosclerosis in middle age and provides better prognostic value than baseline BP for early cardiovascular risk.
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Affiliation(s)
- Zhenyu Xiong
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Jiaying Li
- Guangdong Provincial Geriatrics Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yifen Lin
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Xiaomin Ye
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Peihan Xie
- Department of Ultrasonography, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shaozhao Zhang
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Menghui Liu
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Yiquan Huang
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Xinxue Liao
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China,Xinxue Liao
| | - Xiaodong Zhuang
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China,Center for Information Technology and Statistics, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,*Correspondence: Xiaodong Zhuang
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Assessing Agreement When Agreement Is Hard to Assess-The Agatston Score for Coronary Calcification. Diagnostics (Basel) 2022; 12:diagnostics12122993. [PMID: 36553000 PMCID: PMC9777110 DOI: 10.3390/diagnostics12122993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 11/22/2022] [Accepted: 11/28/2022] [Indexed: 12/02/2022] Open
Abstract
Method comparison studies comprised simple scatterplots of paired measurements, a 45-degree line as benchmark, and correlation coefficients up to the advent of Bland-Altman analysis in the 1980s. The Agatston score for coronary calcification is based on computed tomography of the heart, and it originated in 1990. A peculiarity of the Agatston score is the often-observed skewed distribution in screening populations. As the Agatston score has manifested itself in preventive cardiology, it is of interest to investigate how reproducibility of the Agatston score has been established. This review is based on literature findings indexed in MEDLINE/PubMed before 20 November 2021. Out of 503 identified articles, 49 papers were included in this review. Sample sizes were highly variable (10-9761), the main focus comprised intra- and interrater as well as intra- and interscanner variability assessments. Simple analysis tools such as scatterplots and correlation coefficients were successively supplemented by first difference, later Bland-Altman plots; however, only very few publications were capable of deriving Limits of Agreement that fit the observed data visually in a convincing way. Moreover, several attempts have been made in the recent past to improve the analysis and reporting of method comparison studies. These warrant increased attention in the future.
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Haddad F, Cauwenberghs N, Daubert MA, Kobayashi Y, Bloomfield GS, Fleischman D, Koweek L, Maron DJ, Rodriguez F, Liao YJ, Moneghetti K, Amsallem M, Mega J, Hernandez A, Califf R, Mahaffey KW, Shah SH, Kuznetsova T, Douglas PS. Association of left ventricular diastolic function with coronary artery calcium score: A Project Baseline Health Study. J Cardiovasc Comput Tomogr 2022; 16:498-508. [PMID: 35872137 PMCID: PMC10870833 DOI: 10.1016/j.jcct.2022.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/23/2022] [Accepted: 06/20/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Coronary artery calcium (CAC) and left ventricular diastolic dysfunction (LVDD) are strong predictors of cardiovascular events and share common risk factors. However, their independent association remains unclear. METHODS In the Project Baseline Health Study (PBHS), 2082 participants underwent cardiac-gated, non-contrast chest computed tomography (CT) and echocardiography. The association between left ventricular (LV) diastolic function and CAC was assessed using multidimensional network and multivariable-adjusted regression analyses. Multivariable analysis was conducted on continuous LV diastolic parameters and categorical classification of LVDD and adjusted for traditional cardiometabolic risk factors. LVDD was defined using reference limits from a low-risk reference group without established cardiovascular disease, cardiovascular risk factors or evidence of CAC, (n = 560). We also classified LVDD using the American Society of Echocardiography recommendations. RESULTS The mean age of the participants was 51 ± 17 years with 56.6% female and 62.6% non-Hispanic White. Overall, 38.1% had hypertension; 13.7% had diabetes; and 39.9% had CAC >0. An intertwined network was observed between diastolic parameters, CAC score, age, LV mass index, and pulse pressure. In the multivariable-adjusted analysis, e', E/e', and LV mass index were independently associated with CAC after adjustment for traditional risk factors. For both e' and E/e', the effect size and statistical significance were higher across increasing CAC tertiles. Other independent correlates of e' and E/e' included age, female sex, Black race, height, weight, pulse pressure, hemoglobin A1C, and HDL cholesterol. The independent association with CAC was confirmed using categorical analysis of LVDD, which occurred in 554 participants (26.6%) using population-derived thresholds. CONCLUSION In the PBHS study, the subclinical coronary atherosclerotic disease burden detected using CAC scoring was independently associated with diastolic function. CLINICALTRIALS GOV IDENTIFIER NCT03154346.
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Affiliation(s)
- Francois Haddad
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA.
| | - Nicholas Cauwenberghs
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Melissa A Daubert
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Yukari Kobayashi
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Gerald S Bloomfield
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Dominik Fleischman
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lynne Koweek
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - David J Maron
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Stanford Prevention Research Center, Stanford University, Palo Alto, CA, USA
| | - Fatima Rodriguez
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Yaping Joyce Liao
- Departments of Ophthalmology and Neurology, Stanford University School of Medicine, Stanford, CA, USA
| | - Kegan Moneghetti
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Myriam Amsallem
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Adrian Hernandez
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | | | - Kenneth W Mahaffey
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Stanford Center for Clinical Research (SCCR); Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Svati H Shah
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Tatiana Kuznetsova
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA; Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Pamela S Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
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Wang MC, Lin CC, Chiang HY, Chen HL, Tsai HC, Lin WY, Ho HC, Kuo CC. Association between coronary artery calcium and all-cause mortality: A large single-center retrospective cohort study. PLoS One 2022; 17:e0276659. [PMID: 36288331 PMCID: PMC9604986 DOI: 10.1371/journal.pone.0276659] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 10/11/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Previous studies have revealed that coronary artery calcium is related to cardiovascular diseases and mortality. However, most studies have been conducted in Western countries and have excluded patients with pre-existing heart disease. We investigated the association between coronary artery calcium (CAC) and all-cause mortality in an Asian cohort and in subgroups stratified by age, sex, smoking, obesity, diabetes, cardiovascular disease, blood pressure, and biochemical parameters. METHODS We conducted a retrospective cohort study on 4529 health examinees who underwent multidetector computed tomography in a tertiary medical center in Taiwan between 2011 and 2016. The mean follow-up was 3.5 years. Cox regression was used to estimate the relative hazards of death. Stratified analyses were performed. RESULTS The all-cause mortality rates were 2.94, 4.88, 17.6, and 33.1 per 1000 person-years for CAC scores of 0, 1-100, 101-400, and >400, respectively. The multivariable adjusted hazard ratios (95% confidence intervals [CIs]) for all-cause mortality were 0.95 (0.53, 1.72), 1.87 (0.89, 3.90), and 3.05 (1.46, 6.39) for CAC scores of 1-100, 101-400, and >400, respectively, relative to a CAC score of 0. Compared with CAC ≤ 400, the HRs (95% CIs) for CAC > 400 were 6.46 (2.44, 17.15) and 1.94 (1.00, 3.76) in younger and older adults, respectively, indicating that age was a moderating variable (p = 0.02). CONCLUSION High CAC scores were associated with increased all-cause mortality. Although older adult patients had higher risks of death, the relative risk of death for patients with CAC > 400 was more prominent in people younger than 65 years.
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Affiliation(s)
- Mu-Cyun Wang
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Geriatrics and Gerontology, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan
| | - Che-Chen Lin
- Big Data Center, China Medical University Hospital, Taichung, Taiwan
| | - Hsiu-Yin Chiang
- Big Data Center, China Medical University Hospital, Taichung, Taiwan
| | - Hung-Lin Chen
- Big Data Center, China Medical University Hospital, Taichung, Taiwan
| | - Hsiu-Chen Tsai
- Big Data Center, China Medical University Hospital, Taichung, Taiwan
| | - Wen-Yuan Lin
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
| | - Hung-Chi Ho
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Division of Cardiovascular Medicine and General Medicine, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chin-Chi Kuo
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Big Data Center, China Medical University Hospital, Taichung, Taiwan
- Division of Nephrology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
- * E-mail:
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31
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Saunders SL, McOrist NS, Chaudhri K, Gnanenthiran SR, Shalaby G. Do bisphosphonates and RANKL inhibitors alter the progression of coronary artery calcification? A systematic review and meta-analysis protocol. BMJ Open 2022; 12:e066255. [PMID: 36207048 PMCID: PMC9558804 DOI: 10.1136/bmjopen-2022-066255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
INTRODUCTION Whether bisphosphonates and RANKL inhibitors play a novel role in delaying cardiovascular calcification is unknown. Their action on regulatory enzymes in the mevalonic acid pathway, which is implicated in both bone and lipid metabolism, may be a novel therapeutic target to manage coronary artery disease (CAD). Such therapies may particularly be relevant in those for whom traditional cardiovascular therapies are no longer sufficient to control disease progression. METHODS AND ANALYSIS We will perform a systematic review which aims to synthesise evidence regarding whether use of bisphosphonates or use of the RANKL inhibitor denosumab delays coronary artery calcium (CAC) progression. Eligible studies will include longitudinal studies investigating CAC progression in patients aged >18 years taking either a bisphosphonate or denosumab compared with those who do not. Embase, MEDLINE and Cochrane will be searched using prespecified search terms. Studies will be screened by title and abstract independently and then in full to determine suitability for inclusion in the review. Extracted data will include that relating to study and participant characteristics. The primary outcome will be the CAC score. Secondary outcomes will include aortic and carotid artery calcification. Meta-analysis will be performed if sufficient data are available. ETHICS AND DISSEMINATION This study does not require ethics as it is a systematic review of the literature. The results of the review described within this protocol will be distributed via presentations at relevant conferences and publication within a peer-reviewed journal. PROSPERO REGISTRATION NUMBER The systematic review pertaining to this protocol is registered with PROSPERO (Registration ID: CRD42022312377).
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Affiliation(s)
| | | | - Kanika Chaudhri
- Cardiovascular Division, The George Institute for Global Health, Newtown, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Sonali R Gnanenthiran
- Cardiovascular Division, The George Institute for Global Health, Newtown, New South Wales, Australia
- Cardiology Department, Concord, Concord, New South Wales, Australia
| | - Grant Shalaby
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
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32
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Muscogiuri G, Volpato V, Cau R, Chiesa M, Saba L, Guglielmo M, Senatieri A, Chierchia G, Pontone G, Dell’Aversana S, Schoepf UJ, Andrews MG, Basile P, Guaricci AI, Marra P, Muraru D, Badano LP, Sironi S. Application of AI in cardiovascular multimodality imaging. Heliyon 2022; 8:e10872. [PMID: 36267381 PMCID: PMC9576885 DOI: 10.1016/j.heliyon.2022.e10872] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 08/23/2022] [Accepted: 09/27/2022] [Indexed: 12/16/2022] Open
Abstract
Technical advances in artificial intelligence (AI) in cardiac imaging are rapidly improving the reproducibility of this approach and the possibility to reduce time necessary to generate a report. In cardiac computed tomography angiography (CCTA) the main application of AI in clinical practice is focused on detection of stenosis, characterization of coronary plaques, and detection of myocardial ischemia. In cardiac magnetic resonance (CMR) the application of AI is focused on post-processing and particularly on the segmentation of cardiac chambers during late gadolinium enhancement. In echocardiography, the application of AI is focused on segmentation of cardiac chambers and is helpful for valvular function and wall motion abnormalities. The common thread represented by all of these techniques aims to shorten the time of interpretation without loss of information compared to the standard approach. In this review we provide an overview of AI applications in multimodality cardiac imaging.
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Affiliation(s)
- Giuseppe Muscogiuri
- Department of Radiology, Istituto Auxologico Italiano IRCCS, San Luca Hospital, Italy,School of Medicine, University of Milano-Bicocca, Milan, Italy,Corresponding author.
| | - Valentina Volpato
- Department of Cardiac, Neurological and Metabolic Sciences, San Luca Hospital, Istituto Auxologico Italiano IRCCS, Milan, Italy,IRCCS Ospedale Galeazzi - Sant'Ambrogio, University Cardiology Department, Milan, Italy
| | - Riccardo Cau
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari, Polo di Monserrato, Cagliari, Italy
| | | | - Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari, Polo di Monserrato, Cagliari, Italy
| | - Marco Guglielmo
- Department of Cardiology, Division of Heart and Lungs, Utrecht University, Utrecht University Medical Center, Utrecht, the Netherlands
| | | | | | | | - Serena Dell’Aversana
- Department of Radiology, Ospedale S. Maria Delle Grazie - ASL Napoli 2 Nord, Pozzuoli, Italy
| | - U. Joseph Schoepf
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Ashley River Tower, 25 Courtenay Dr., Charleston, SC, USA
| | - Mason G. Andrews
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Ashley River Tower, 25 Courtenay Dr., Charleston, SC, USA
| | - Paolo Basile
- University Cardiology Unit, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Andrea Igoren Guaricci
- University Cardiology Unit, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Paolo Marra
- Department of Radiology, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy
| | - Denisa Muraru
- School of Medicine, University of Milano-Bicocca, Milan, Italy,Department of Cardiac, Neurological and Metabolic Sciences, San Luca Hospital, Istituto Auxologico Italiano IRCCS, Milan, Italy
| | - Luigi P. Badano
- School of Medicine, University of Milano-Bicocca, Milan, Italy,Department of Cardiac, Neurological and Metabolic Sciences, San Luca Hospital, Istituto Auxologico Italiano IRCCS, Milan, Italy
| | - Sandro Sironi
- School of Medicine, University of Milano-Bicocca, Milan, Italy,Department of Radiology, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy
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Lin X, Shan SK, Xu F, Zhong JY, Wu F, Duan JY, Guo B, Li FXZ, Wang Y, Zheng MH, Xu QS, Lei LM, Ou-Yang WL, Wu YY, Tang KX, Ullah MHE, Liao XB, Yuan LQ. The crosstalk between endothelial cells and vascular smooth muscle cells aggravates high phosphorus-induced arterial calcification. Cell Death Dis 2022; 13:650. [PMID: 35882857 PMCID: PMC9325771 DOI: 10.1038/s41419-022-05064-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 06/24/2022] [Accepted: 07/04/2022] [Indexed: 01/21/2023]
Abstract
Arterial calcification is highly prevalent, particularly in patients with end-stage renal disease (ESRD). The osteogenic differentiation of vascular smooth muscle cells (VSMCs) is the critical process for the development of arterial calcification. However, the detailed mechanism of VSMCs calcification remains to be elucidated. Here, we investigated the role of exosomes (Exos) derived from endothelial cells (ECs) in arterial calcification and its potential mechanisms in ESRD. Accelerated VSMCs calcification was observed when VSMCs were exposed to ECs culture media stimulated by uremic serum or high concentration of inorganic phosphate (3.5 mM Pi). and the pro-calcification effect of the ECs culture media was attenuated by exosome depletion. Exosomes derived from high concentrations of inorganic phosphate-induced ECs (ECsHPi-Exos) could be uptaken by VSMCs and promoted VSMCs calcification. Microarray analysis showed that miR-670-3p was dramatically increased in ECsHPi-Exos compared with exosomes derived from normal concentrations of inorganic phosphate (0.9 mM Pi) induced ECs (ECsNPi-Exos). Mechanistically, insulin-like growth factor 1 (IGF-1) was identified as the downstream target of miR-670-3p in regulating VSMCs calcification. Notably, ECs-specific knock-in of miR-670-3p of the 5/6 nephrectomy with a high-phosphate diet (miR-670-3pEC-KI + NTP) mice that upregulated the level of miR-670-3p in artery tissues and significantly increased artery calcification. Finally, we validated that the level of circulation of plasma exosomal miR-670-3p was much higher in patients with ESRD compared with healthy controls. Elevated levels of plasma exosomal miR-670-3p were associated with a decline in IGF-1 and more severe artery calcification in patients with ESRD. Collectively, these findings suggested that ECs-derived exosomal miR-670-3p could promote arterial calcification by targeting IGF-1, which may serve as a potential therapeutic target for arterial calcification in ESRD patients.
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Affiliation(s)
- Xiao Lin
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China ,grid.216417.70000 0001 0379 7164Department of Radiology, the Second Xiangya Hospital, Central South University, Changsha, China
| | - Su-Kang Shan
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Feng Xu
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Jia-Yu Zhong
- grid.216417.70000 0001 0379 7164Department of PET Center, the Xiangya Hospital, Central South University, Changsha, China
| | - Feng Wu
- grid.216417.70000 0001 0379 7164Department of Pathology, the Second Xiangya Hospital, Central South University, Changsha, China
| | - Jia-Yue Duan
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Bei Guo
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Fu-Xing-Zi Li
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Yi Wang
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Ming-Hui Zheng
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Qiu-Shuang Xu
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Li-Min Lei
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Wen-Lu Ou-Yang
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Yun-Yun Wu
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Ke-Xin Tang
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Muhammad Hasnain Ehsan Ullah
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
| | - Xiao-Bo Liao
- grid.216417.70000 0001 0379 7164Department of Cardiovascular Surgery, the Second Xiangya Hospital, Central South University, Changsha, China
| | - Ling-Qing Yuan
- grid.216417.70000 0001 0379 7164National Clinical Research Center for Metabolic Diseases, Department of Metabolism and Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, 410000 China
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Abravan A, Price G, Banfill K, Marchant T, Craddock M, Wood J, Aznar MC, McWilliam A, van Herk M, Faivre-Finn C. Role of Real-World Data in Assessing Cardiac Toxicity After Lung Cancer Radiotherapy. Front Oncol 2022; 12:934369. [PMID: 35928875 PMCID: PMC9344971 DOI: 10.3389/fonc.2022.934369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Abstract
Radiation-induced heart disease (RIHD) is a recent concern in patients with lung cancer after being treated with radiotherapy. Most of information we have in the field of cardiac toxicity comes from studies utilizing real-world data (RWD) as randomized controlled trials (RCTs) are generally not practical in this field. This article is a narrative review of the literature using RWD to study RIHD in patients with lung cancer following radiotherapy, summarizing heart dosimetric factors associated with outcome, strength, and limitations of the RWD studies, and how RWD can be used to assess a change to cardiac dose constraints.
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Affiliation(s)
- Azadeh Abravan
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Gareth Price
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Kathryn Banfill
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
| | - Tom Marchant
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Matthew Craddock
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Joe Wood
- Christie Medical Physics and Engineering, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Marianne C. Aznar
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Alan McWilliam
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Marcel van Herk
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Corinne Faivre-Finn
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
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35
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Alalem N, Alkhenizan A, Basudan L, Amin F, Alsoghayer S. The Prognostic Value of Coronary Arteries Calcium Scoring in a Primary Health Care Setting in Riyadh, Saudi Arabia: A Retrospective Cohort Study. Cureus 2022; 14:e25623. [PMID: 35785007 PMCID: PMC9249041 DOI: 10.7759/cureus.25623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/03/2022] [Indexed: 11/18/2022] Open
Abstract
Background/Purpose: Coronary Artery Calcium Scoring (CACS) by CT, the American Atherosclerotic Cardiovascular Disease (ASCVD) Score, and the British Cardiovascular Risk (QRISK2) score are the most frequently used cardiovascular risk stratification scores to predict cardiac outcomes and aid in the decision of implementing preventative and/or interventional measures. The aim of this study is to assess CACS, ASCVD score, QRISK2 score, and their capacity to predict cardiovascular events among family medicine patients in King Faisal Specialist Hospital and Research Centre (KFSH&RC), Riyadh, Saudi Arabia. Methodology: All medical records of patients (18 years and above) who had a CACS done in Family Medicine Clinics at KFSH&RC from January 2010 to March 2018 were reviewed, retrospectively. The study variables included demographics, comorbidities, CACS, ASCVD Score, QRISK2 score, and cardiovascular events. Results: We included 218 patients. Our study population included: 77% men, a mean age of 51 years (SD±8), and a mean BMI of 29 kg/m2 (SD±5). CACS was significantly associated with coronary events (p-value < .05). There was significant association between high CACS (>400) and family history of cardiac disease (p-value = .006), prior cardiovascular events (p-value = .01) and advancing age (p-value < .001). High concordance was found between QRISK2 score and CACS (90.6%), and moderate concordance between ASCVD score and CACS (69.4%). Moderate concordance was found between ASCVD score and QRISK2 score (74.3%). The majority of the subjects (88%) fell into the low-risk group (CACS <100) with (63%) having a CACS of zero. Conclusion: QRISK2 cardiac assessment tool provides better risk assessment and higher concordance with CACS. To improve cost-effectiveness and minimize unnecessary radiation exposure, QRISK2 scoring should be implemented for initial cardiovascular risk stratification prior to ordering the CACS imaging modality.
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Shishikura D, Octavia Y, Hayat U, Thondapu V, Barlis P. Atherogenesis and Inflammation. Interv Cardiol 2022. [DOI: 10.1002/9781119697367.ch1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
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Betzler BK, Rim TH, Sabanayagam C, Cheng CY. Artificial Intelligence in Predicting Systemic Parameters and Diseases From Ophthalmic Imaging. Front Digit Health 2022; 4:889445. [PMID: 35706971 PMCID: PMC9190759 DOI: 10.3389/fdgth.2022.889445] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/06/2022] [Indexed: 12/14/2022] Open
Abstract
Artificial Intelligence (AI) analytics has been used to predict, classify, and aid clinical management of multiple eye diseases. Its robust performances have prompted researchers to expand the use of AI into predicting systemic, non-ocular diseases and parameters based on ocular images. Herein, we discuss the reasons why the eye is well-suited for systemic applications, and review the applications of deep learning on ophthalmic images in the prediction of demographic parameters, body composition factors, and diseases of the cardiovascular, hematological, neurodegenerative, metabolic, renal, and hepatobiliary systems. Three main imaging modalities are included—retinal fundus photographs, optical coherence tomographs and external ophthalmic images. We examine the range of systemic factors studied from ophthalmic imaging in current literature and discuss areas of future research, while acknowledging current limitations of AI systems based on ophthalmic images.
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Affiliation(s)
- Bjorn Kaijun Betzler
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
| | - Tyler Hyungtaek Rim
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore
| | - Charumathi Sabanayagam
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore
| | - Ching-Yu Cheng
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore
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Association between osteosarcopenia and coronary artery calcification in asymptomatic individuals. Sci Rep 2022; 12:2231. [PMID: 35379833 PMCID: PMC8979953 DOI: 10.1038/s41598-021-02640-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 11/15/2021] [Indexed: 12/25/2022] Open
Abstract
Osteoporosis and sarcopenia are substantially interrelated with shared cardiovascular risk factors. However, the relationship between osteosarcopenia and coronary artery disease is largely unexplored. We aimed to investigate the association between osteosarcopenia and coronary artery calcification (CAC) scores in asymptomatic adults. A total of 5969 asymptomatic adults without cardiovascular disease who underwent a health examination including estimation of CAC scores by cardiac tomography were analyzed. Osteoporosis was defined as low bone mineral density T-score ≤ − 2.5 standard deviation, and sarcopenia as appendicular skeletal muscle mass < 5.7 kg/m2 for women and < 7.0 kg/m2 for men, and osteosarcopenia as the copresence of both osteoporosis and sarcopenia. Participants were divided into four groups according to the presence of osteoporosis and/or sarcopenia as control, sarcopenia alone, osteoporosis alone, and osteosarcopenia. Prevalence of CAC was 22.0% in control, 23.6% in sarcopenia alone, 38.5% in osteoporosis alone, and 48.3% in osteosarcopenia group, with the osteosarcopenia group showing the highest (p < 0.0001). After adjustments for possible confounders, mean of log (CAC score + 1) in osteosarcopenia group was higher than other three groups (Bonferroni p < 0.0001). Using multivariate-adjusted analysis, subjects with osteosarcopenia had the highest risk for having CAC > 0 (odds ratio [OR] 2.868; 95% confidence interval [CI] 1.717–4.790). Furthermore, subjects with osteosarcopenia had a significant risk of moderate-to-extensive CAC (CAC score ≥ 100) (OR 2.709; 95% CI 1.128–6.505). We demonstrated that osteosarcopenia was independently associated with a higher prevalence of subclinical coronary atherosclerosis. Our results suggest osteosarcopenia as a predisposing factor for coronary heart disease.
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Li M, Wang ZW, Fang LJ, Cheng SQ, Wang X, Liu NF. Correlation analysis of coronary artery tortuosity and calcification score. BMC Surg 2022; 22:66. [PMID: 35197040 PMCID: PMC8867736 DOI: 10.1186/s12893-022-01470-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 12/31/2021] [Indexed: 12/03/2022] Open
Abstract
Background Coronary artery tortuosity (CAT) is regarded as a variation of vascular anatomy, and its relationship with coronary artery calcification (CAC) score is still not well clarified. Studying the correlation between coronary artery calcification scores and CAT to determine specific prevention and intervention populations seems to have more meaningful. Methods The study is a cross-sectional retrospective study, including 1280 patients. CAT is defined as the presence of at least three consecutive curvatures of more than 45°measured during systole or diastole of a major epicardial coronary artery. Multivariable regression analysis was used to adjust the clinical parameters directly affecting CAT. Results Of these individuals, 445 (35%) were evaluated having CAT, of which females are higher than males (59.1% vs. 40.9%). Moderate CAC score (101–400) (odds ratio (OR) 1.49, 95% confidence interval [95%CI] 1.05–2.10, P = 0.025) revealed significantly associated with CAT on univariable analysis. However, multivariable analysis after adjusting for confounding factors only indicated that CAT was positively correlated with female (OR 1.68, 95%CI 1.30–2.17, P < 0.001), hypertension (OR 1.35, 95% CI 1.04–1.75, P = 0.024), and age (OR 1.02, 95% CI 1.01–1.03, P = 0.001), while was negatively associated with body mass index (BMI) 24–27.9(OR 0.76, 95% CI 0.58–1.00, P = 0.044), and BMI > 28 (OR 0.46, 95% CI 0.31–0.68, P < 0.001). Further analysis stratified by gender showed that compared with non-CAT, CAT was significantly linked with moderate CAC score (OR 1.79, 95% CI 1.00–3.20, P = 0.048), hypertension (OR 1.54, 95% CI 1.07–2.22, P = 0.021), and high-density lipoprotein (HDL) (OR 1.86, 95% CI 1.07–3.24, P = 0.028), while was negatively related to BMI > 28 (OR 0.51, 95% CI 0.31–0.84, P = 0.008) in female patients. Conclusions CAT is more likely to be found in females, connected with hypertension, age, and BMI. No significant correlation is found between the presence of tortuosity and calcium score or diameter stenosis on multivariable analysis. Whereas the CAT is associated with moderate CAC score in correlation analysis when women are selected as the main group. Supplementary Information The online version contains supplementary material available at 10.1186/s12893-022-01470-w.
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Affiliation(s)
- Min Li
- Department of Cardiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| | - Zhen-Wei Wang
- Department of Cardiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| | - Li-Juan Fang
- Department of Cardiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| | - Shou-Quan Cheng
- Department of Cardiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| | - Xin Wang
- Department of Cardiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China
| | - Nai-Feng Liu
- Department of Cardiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, 210009, People's Republic of China.
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Tzolos E, Kwiecinski J, Lassen ML, Cadet S, Adamson PD, Moss AJ, Joshi N, Williams MC, van Beek EJR, Dey D, Berman DS, Dweck MR, Newby DE, Slomka PJ. Observer repeatability and interscan reproducibility of 18F-sodium fluoride coronary microcalcification activity. J Nucl Cardiol 2022; 29:126-135. [PMID: 32529531 PMCID: PMC7728624 DOI: 10.1007/s12350-020-02221-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 05/28/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND We aimed to establish the observer repeatability and interscan reproducibility of coronary 18F-sodium-fluoride positron emission tomography (PET) uptake using a novel semi-automated approach, coronary microcalcification activity (CMA). METHODS Patients with multivessel coronary artery disease underwent repeated hybrid PET and computed tomography angiography (CTA) imaging (PET/CTA). CMA was defined as the integrated standardized uptake values (SUV) in the entire coronary tree exceeding 2 standard deviations above the background SUV. Coefficients of repeatability between the same observer (intraobserver repeatability), between 2 observers (interobserver repeatability) and coefficient of reproducibility between 2 scans (interscan reproducibility), were determined at vessel and patient level. RESULTS In 19 patients, CMA was assessed twice in 43 coronary vessels on two PET/CT scans performed 12 ± 5 days apart. There was excellent intraclass correlation for intraobserver and interobserver repeatability as well as interscan reproducibility (all ≥ 0.991). There was 100% intraobserver, interobserver and interscan agreement for the presence (CMA > 0) or absence (CMA = 0) of coronary18F-NaF uptake. Mean CMA was 3.12 ± 0.62 with coefficients of repeatability of ≤ 10% for all measures: intraobserver 0.24 and 0.22, interobserver 0.30 and 0.29 and interscan 0.33 and 0.32 at a per-vessel and per-patient level, respectively. CONCLUSIONS CMA is a repeatable and reproducible global measure of coronary atherosclerotic activity.
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Affiliation(s)
- Evangelos Tzolos
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Artificial Intelligence in Medicine Program, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Ste A047N, Los Angeles, CA, 90048, USA
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Jacek Kwiecinski
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Artificial Intelligence in Medicine Program, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Ste A047N, Los Angeles, CA, 90048, USA
- Department of Interventional Cardiology and Angiology, Institute of Cardiology, Warsaw, Poland
| | - Martin Lyngby Lassen
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Artificial Intelligence in Medicine Program, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Ste A047N, Los Angeles, CA, 90048, USA
| | - Sebastien Cadet
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Artificial Intelligence in Medicine Program, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Ste A047N, Los Angeles, CA, 90048, USA
| | - Philip D Adamson
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- Christchurch Heart Institute, University of Otago, Christchurch, New Zealand
| | - Alastair J Moss
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- BHF Cardiovascular Research Centre, University of Leicester, Leicester, UK
| | - Nikhil Joshi
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- BHF Cardiovascular Research Centre, University of Leicester, Leicester, UK
| | - Michelle C Williams
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- Edinburgh Imaging, Queens Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Edwin J R van Beek
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- Edinburgh Imaging, Queens Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Damini Dey
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Artificial Intelligence in Medicine Program, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Ste A047N, Los Angeles, CA, 90048, USA
| | - Daniel S Berman
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Artificial Intelligence in Medicine Program, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Ste A047N, Los Angeles, CA, 90048, USA
| | - Marc R Dweck
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - David E Newby
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- BHF Cardiovascular Research Centre, University of Leicester, Leicester, UK
| | - Piotr J Slomka
- Department of Imaging (Division of Nuclear Medicine), Medicine, and Biomedical Sciences, Artificial Intelligence in Medicine Program, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Ste A047N, Los Angeles, CA, 90048, USA.
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Winkelmann MT, Jacoby J, Schwemmer C, Faby S, Krumm P, Artzner C, Bongers MN. Fully Automated Artery-Specific Calcium Scoring Based on Machine Learning in Low-Dose Computed Tomography Screening. ROFO-FORTSCHR RONTG 2022; 194:763-770. [PMID: 35081651 DOI: 10.1055/a-1717-2703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
PURPOSE Evaluation of machine learning-based fully automated artery-specific coronary artery calcium (CAC) scoring software, using semi-automated software as a reference. METHODS A total of 505 patients underwent non-contrast-enhanced calcium scoring computed tomography (CSCT). Automated, machine learning-based software quantified the Agatston score (AS), volume score (VS), and mass score (MS) of each coronary artery [right coronary artery (RCA), left main (LM), circumflex (CX) and left anterior descending (LAD)]. Identified CAC of readers who annotated the data with semi-automated software served as a reference standard. Statistics included comparisons of evaluation time, agreement of identified CAC, and comparisons of the AS, VS, and MS of the reference standard and the fully automated algorithm. RESULTS The machine learning-based software correlated strongly with the reference standard for the AS, VS, and MS (Spearman's rho > 0.969) (p < 0.001), with excellent agreement (ICC > 0.919) (p < 0.001). The mean assessment time of the reference standard was 59 seconds (IQR 39-140) and that of the automated algorithm was 5.9 seconds (IQR 3.9-16) (p < 0.001). The Bland-Altman plots mean difference and 1.96 upper and lower limits of agreement for all arteries combined were: AS 0.996 (1.33 to 0.74), VS 0.995 (1.40 to 0.71), and MS 0.995 (1.35 to 0.74). The mean bias was minimal: 0.964-1.0429. Risk class assignment showed high accuracy for the AS in total (weighed κ = 0.99) and for each individual artery (κ = 0.96-0.99) with corresponding correct risk group assignment in 497 of 505 patients (98.4 %). CONCLUSION The fully automated artery-specific coronary calcium scoring algorithm is a time-saving procedure and shows excellent correlation and agreement compared with the clinically established semi-automated approach. KEY POINTS · Very high correlation and agreement between fully automatic and semi-automatic calcium scoring software.. · Less time-consuming than conventional semi-automatic methods.. · Excellent tool for artery-specific calcium scoring in a clinical setting.. CITATION FORMAT · Winkelmann MT, Jacoby J, Schwemmer C et al. Fully Automated Artery-Specific Calcium Scoring Based on Machine Learning in Low-Dose Computed Tomography Screening. Fortschr Röntgenstr 2022; DOI: 10.1055/a-1717-2703.
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Affiliation(s)
- Moritz T Winkelmann
- Department for Diagnostic and Interventional Radiology, Eberhard Karls Universitat Tubingen, Tuebingen, Germany
| | - Johann Jacoby
- Institute of Clinical Epidemiology and Applied Biometry, Eberhard Karls Universitat Tubingen, Tuebingen, Germany
| | - Chris Schwemmer
- Siemens Healthcare GmbH, Forchheim, Siemens Healthcare GmbH, Forchheim, Germany
| | - Sebastian Faby
- Computed Tomography, Siemens Healthcare GmbH, Forchheim, Germany
| | - Patrick Krumm
- Department for Diagnostic and Interventional Radiology, Eberhard Karls Universitat Tubingen, Tuebingen, Germany
| | - Christoph Artzner
- Department for Diagnostic and Interventional Radiology, Eberhard Karls Universitat Tubingen, Tuebingen, Germany
| | - Malte N Bongers
- Department for Diagnostic and Interventional Radiology, Eberhard Karls Universitat Tubingen, Tuebingen, Germany
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Bhatti S, Lizaola-Mayo B, Al-Shoha M, Garcia-Saenz-de-Sicilia M, Habash F, Ayoub K, Karr M, Ahmed Z, Borja-Cacho D, Duarte-Rojo A. Use of Computed Tomography Coronary Calcium Score for Coronary Artery Disease Risk Stratification During Liver Transplant Evaluation. J Clin Exp Hepatol 2022; 12:319-328. [PMID: 35535104 PMCID: PMC9077224 DOI: 10.1016/j.jceh.2021.08.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 08/14/2021] [Indexed: 12/12/2022] Open
Abstract
Background End-stage liver disease (ESLD) is not considered a risk factor for atherosclerotic cardiovascular disease (ASCVD). However, lifestyle characteristics commonly associated with increased ASCVD risk are highly prevalent in ESLD. Emerging literature shows a high burden of asymptomatic coronary artery disease (CAD) in patients with ESLD and a high ASCVD risk in liver transplantation (LT) recipients. Coronary artery calcium score (CAC) is a noninvasive test providing reliable CAD risk stratification. We implemented an LT evaluation protocol with CAC playing a central role in triaging and determining the need for further CAD assessment. Here, we inform our results from this early experience. Methods Patients with ESLD referred for LT evaluation were prospectively studied. We compared accuracy of CAC against that of CAD risk factors/scores, troponin I, dobutamine stress echocardiogram (DSE), and single-photon emission computed tomography (SPECT) to detect coronary stenosis ≥70 (CAD ≥ 70) per left heart catheterization (LHC). Thirty-day post-LT cardiac outcomes were also analyzed. Results One hundred twenty-four of 148 (84%) patients underwent CAC, 106 (72%) DSE/SPECT, and 50 (34%) LHC. CAC ≥ 400 was found in 35 (28%), 100 to 399 in 17 (14%), and <100 in 72 (58%). LHC identified CAD ≥ 70% in 8 of 29 (28%), 2 of 9 (22%), and 0 of 4, respectively. Two acute coronary syndromes occurred after LT in a patient with CAC 811 (CAD < 70%), and one with CAC 347 (CAD ≥ 70%). No patients with CAC < 100 presented with acute coronary syndrome after LT. When using CAD ≥ 70% as primary endpoint of LT evaluation, CAC ≥ 346 was the only test showing predictive usefulness (negative predictive value 100%). Conclusions CAC is a promising tool to guide CAD risk stratification and need for LHC during LT evaluation. Patients with a CAC < 100 can safely undergo LT without the need for LHC or cardiac stress testing, whereas a CAC < 346 accurately rules out significant CAD stenosis (≥70%) on LHC, outperforming other CAD risk-stratification strategies.
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Key Words
- ACS, Acute coronary syndromes
- ALD, alcoholic liver disease
- ASCVD, Atherosclerotic cardiovascular disease
- ASCVD, atherosclerosis cardiovascular disease risk
- BMI, Body mass index
- CABG, Coronary angioplasty bypass surgery
- CAC, Coronary calcium score
- CAD, Coronary artery disease
- CKD, chronic kidney disease
- DSE/SPECT, Dobutamine stress echocardiogram or single-photon emission computed tomography
- ESLD, End-stage liver disease
- HCV, hepatitis C virus
- IQR, Interquartile range
- LCx, left circumflex
- LHC, Left heart catheterization
- LT, liver transplantation
- MELD, model for end stage liver disease
- MESA, Multi-Ethnic Study of Atherosclerosis
- METs, Metabolic equivalents
- NPV, negative predictive value
- OM, obtuse marginal
- OPTN, Organ Procurement and Transplantation Network
- PCI, Percutaneous coronary intervention
- PDA, posterior descending artery
- POBA, plain old balloon angioplasty
- PPV, positive predictive value
- RCA, right coronary artery
- RI, ramus intermedius
- ROC, Receiver operating characteristic
- RPL, right posterolateral
- SD, Standard deviation
- VT, Ventricular tachycardia
- agatston score
- angiogram
- cardiac stress test
- cirrhosis
- end-stage liver disease
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Affiliation(s)
- Sabha Bhatti
- Division of Cardiology, University of Arkansas for Medical Sciences, 4301 W. Markham Slot #567, Little Rock, AR, 70205, United States
| | - Blanca Lizaola-Mayo
- Division of Gastroenterology and Hepatology, Mayo Clinic, 13400 East Shea Blvd, Scottsdale, AZ, 85259, United States
| | - Mohammad Al-Shoha
- Division of Gastroenterology and Hepatology, University of Arkansas for Medical Sciences, 4301 W. Markham Slot #567, Little Rock, AR, 70205, United States
| | | | - Fuad Habash
- Department of Internal Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham Slot #567, Little Rock, AR, 70205, United States
| | - Karam Ayoub
- Department of Internal Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham Slot #567, Little Rock, AR, 70205, United States
| | - Michael Karr
- Department of Internal Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham Slot #567, Little Rock, AR, 70205, United States
| | - Zubair Ahmed
- Division of Cardiology, University of Arkansas for Medical Sciences, 4301 W. Markham Slot #567, Little Rock, AR, 70205, United States
| | - Daniel Borja-Cacho
- Division of Transplant Surgery, Northwestern University, 676 N Saint Clair, Chicago, IL, 60611, United States
| | - Andres Duarte-Rojo
- Division of Cardiology, University of Arkansas for Medical Sciences, 4301 W. Markham Slot #567, Little Rock, AR, 70205, United States
- Thomas E. Starzl Transplantation Institute and Division of Gastroenterology, Hepatology and Nutrition; University of Pittsburgh Medical Center, 3471 Fifth Avenue, Suite 916, Pittsburgh, PA, 15213, United States
- Address for correspondence: Andres Duarte-Rojo, MD, MS, DSc, Starzl Transplantation Institute and Center for Liver Diseases, University of Pittsburgh Medical Center, 3471 Fifth Avenue, Suite 916, Pittsburgh, PA, 15213, United States. Tel.: +1 412 647-1170; fax: +1 412 647 9268
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Oh TR, Song SH, Choi HS, Suh SH, Kim CS, Jung JY, Choi KH, Oh KH, Ma SK, Bae EH, Kim SW. Predictive Model for High Coronary Artery Calcium Score in Young Patients with Non-Dialysis Chronic Kidney Disease. J Pers Med 2021; 11:jpm11121372. [PMID: 34945844 PMCID: PMC8703324 DOI: 10.3390/jpm11121372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 12/11/2021] [Accepted: 12/13/2021] [Indexed: 12/23/2022] Open
Abstract
Cardiovascular disease is a major complication of chronic kidney disease. The coronary artery calcium (CAC) score is a surrogate marker for the risk of coronary artery disease. The purpose of this study is to predict outcomes for non-dialysis chronic kidney disease patients under the age of 60 with high CAC scores using machine learning techniques. We developed the predictive models with a chronic kidney disease representative cohort, the Korean Cohort Study for Outcomes in Patients with Chronic Kidney Disease (KNOW-CKD). We divided the cohort into a training dataset (70%) and a validation dataset (30%). The test dataset incorporated an external dataset of patients that were not included in the KNOW-CKD cohort. Support vector machine, random forest, XGboost, logistic regression, and multi-perceptron neural network models were used in the predictive models. We evaluated the model’s performance using the area under the receiver operating characteristic (AUROC) curve. Shapley additive explanation values were applied to select the important features. The random forest model showed the best predictive performance (AUROC 0.87) and there was a statistically significant difference between the traditional logistic regression model and the test dataset. This study will help identify patients at high risk of cardiovascular complications in young chronic kidney disease and establish individualized treatment strategies.
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Affiliation(s)
- Tae Ryom Oh
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
| | - Su Hyun Song
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
| | - Hong Sang Choi
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
| | - Sang Heon Suh
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
| | - Chang Seong Kim
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
| | - Ji Yong Jung
- Department of Internal Medicine, Gachon University of Medicine and Science, Incheon 21565, Korea;
| | - Kyu Hun Choi
- Department of Internal Medicine, Institute of Kidney Disease Research, College of Medicine, Yonsei University, Seoul 03722, Korea;
| | - Kook-Hwan Oh
- Department of Internal Medicine, College of Medicine, Seoul National University , Seoul 03080, Korea;
| | - Seong Kwon Ma
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
| | - Eun Hui Bae
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
| | - Soo Wan Kim
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju 61469, Korea; (T.R.O.); (S.H.S.); (H.S.C.); (S.H.S.); (C.S.K.); (S.K.M.); (E.H.B.)
- Correspondence: ; Tel.: +82-62-220-6271; Fax: +82-62-225-8578
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Peix A. Choosing between anatomy and function is not always evident for the heart of end-stage renal disease patients. How low can we go? J Nucl Cardiol 2021; 28:2671-2675. [PMID: 32342299 DOI: 10.1007/s12350-020-02118-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 03/24/2020] [Indexed: 10/24/2022]
Abstract
Patients with chronic kidney disease (CKD) are at a very high risk of adverse cardiovascular events. In CKD patients, vascular calcification is more prevalent, appears at an earlier age, and is more severe than in the general population. CKD physiology rather than the effects of dialysis is the primary driver of microvascular disease in these patients. Considering the significant morbidity and mortality attributable to cardiovascular disease in the CKD population, risk stratification remains an important challenge. Topics such as function vs anatomy to properly risk stratify these patients, as well as future perspectives on non-invasive techniques, will be addressed.
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Affiliation(s)
- Amalia Peix
- Nuclear Medicine Department, Institute of Cardiology, 17 No. 702, Vedado, CP 10 400, La Habana, Cuba.
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Xu J, Liu J, Guo N, Chen L, Song W, Guo D, Zhang Y, Fang Z. Performance of artificial intelligence-based coronary artery calcium scoring in non-gated chest CT. Eur J Radiol 2021; 145:110034. [PMID: 34837795 DOI: 10.1016/j.ejrad.2021.110034] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 10/17/2021] [Accepted: 10/22/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVES To evaluate the risk category performance of artificial intelligence-based coronary artery calcium score (AI-CACS) software used in non-gated chest computed tomography (CT) on three types of CT machines, considering the manual method as the standard. METHODS A total of 901 patients who underwent both chest CT and electrocardiogram (ECG)-gated non-contrast-enhanced cardiac CT with the same equipment within a 3-month period were enrolled in the study. AI-CACS software was based on a deep learning algorithm and was trained on multi-vendor, multi-scanner, and multi-hospital anonymized data from the chest CT database. The AI-CACS was automatically obtained from chest CT data by the AI-CACS software, while the manual CACS was obtained from cardiac CT data by the manual method. The correlation of the AI-CACS and manual CACS, concordance rate and kappa value of the risk categories determined by the two methods were calculated. The chi-square test was used to evaluate the differences in risk categories among the three types of CT machines from different manufacturers. The risk category performance of the AI-CACS for dichotomous risk categories bounded by 0, 100 and 400 was assessed. RESULTS The correlation of the AI-CACS with the manual CACS was ρ = 0.893 (p < 0.001). The Bland-Altman plot (AI-CACS minus manual CACS) showed a mean difference of -27.2 and 95% limits of agreement of -290.0 to 235.6. The agreement of risk categories for the CACS was kappa (κ) = 0.679 (p < 0.001), and the concordance rate was 80.6%. The risk categories determined by the AI-CACS software on three types of CT machines were not significantly different (p = 0.7543). As dichotomous risk categories bounded by 0, 100 and 400, the accuracy, kappa value, and area under the curve of the AI-CACS were 88.6% vs. 92.9% vs. 97.9%, 0.77 vs. 0.77 vs. 0.83, and 0.885 vs. 0.964 vs. 0.981, respectively. CONCLUSIONS There was good correlation and agreement between the AI-CACS and manual CACS in terms of the risk category. It is feasible to obtain the CACS using AI software based on non-gated chest CT data in a short time without increasing the radiation dose or economic burden. The AI-CACS software algorithm has good clinical universality and can be applied to CT machines from different manufacturers.
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Affiliation(s)
- Jie Xu
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, No.74 Linjiang Rd, Yuzhong District, 400010 Chongqing, China
| | - Jia Liu
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, No.74 Linjiang Rd, Yuzhong District, 400010 Chongqing, China
| | - Ning Guo
- ShuKun (BeiJing) Technology Co., Ltd., Jinhui Bd, Qiyang Rd, 100000 Beijing, China
| | - Linli Chen
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, No.74 Linjiang Rd, Yuzhong District, 400010 Chongqing, China
| | - Weixiang Song
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, No.74 Linjiang Rd, Yuzhong District, 400010 Chongqing, China
| | - Dajing Guo
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, No.74 Linjiang Rd, Yuzhong District, 400010 Chongqing, China
| | - Yu Zhang
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, No.74 Linjiang Rd, Yuzhong District, 400010 Chongqing, China.
| | - Zheng Fang
- Department of Radiology, the Second Affiliated Hospital of Chongqing Medical University, No.74 Linjiang Rd, Yuzhong District, 400010 Chongqing, China.
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Salman AA, Matter M, Fayad NI, Shehata MSAE, Al-Fattah MA, Elkaseer MH, Borham MM, Balamoun HA, Sultan AAEA, Mikhail HMS, Omar HSE, Milad N, Tourky MS, Elias AAK, Mostafa A, Samir A, Hussein AM, Shaaban HED, Ali HAA, Salman MA. Improvement of Coronary Calcium Scores After Bariatric Surgery in People with Severe Obesity. Obes Surg 2021. [DOI: https://doi.org/10.1007/s11695-021-05801-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Salman AA, Matter M, Fayad NI, Shehata MSAE, Al-Fattah MA, Elkaseer MH, Borham MM, Balamoun HA, Sultan AAEA, Mikhail HMS, Omar HSE, Milad N, Tourky MS, Elias AAK, Mostafa A, Samir A, Hussein AM, Shaaban HED, Ali HAA, Salman MA. Improvement of Coronary Calcium Scores After Bariatric Surgery in People with Severe Obesity. Obes Surg 2021; 32:472-479. [PMID: 34806127 DOI: 10.1007/s11695-021-05801-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 11/08/2021] [Accepted: 11/10/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Obesity is an independent risk factor for cardiovascular diseases. Coronary artery calcium (CAC) is a direct measure of coronary atherosclerosis. The study investigated the effect of bariatric surgery on CAC scores in people with severe obesity subjected to laparoscopic sleeve gastrectomy (LSG). METHODS This prospective study included 129 people with severe obesity in two groups; the LSG group (n=74) subjected to surgery and the diet group (n=55), managed by a diet regimen and lifestyle modification. Cardiovascular risk was assessed by Framingham risk score (FRS) and coronary calcium score (CCS) measured by computed tomography initially and after 3 years. RESULTS The two groups had a comparable CAD risk before treatment according to FRS or CCS. After treatment, CCS improved significantly in the LSG group (p=0.008) but not in the diet group (p=0.149). There was no correlation between FRS and CCS (r=0.005, p=0.952). Treatment resulted in significant weight reduction and improved fasting blood glucose and lipid profile in the two groups. The change of weight, blood glucose, and HDL, and remission of diabetes mellitus (DM) were significantly higher in the LSG group compared to the diet group. CONCLUSION LSG may reduce the risk of developing future cardiovascular comorbidities evidenced by reducing CAC scores. Significant weight reduction and improvement of cardiovascular risk factors may recommend LSG as a cardioprotective procedure in people with severe obesity.
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Affiliation(s)
| | - Mohamed Matter
- Radiodiagnosis Department, Faculty of Medicine, Al-Azhar University, Cairo, Egypt
| | - Nabil Ibrahim Fayad
- Radiology Department, Faculty of Medicine, Al-Azhar University, Cairo, Egypt
| | | | | | | | | | - Hany A Balamoun
- General Surgery Department, Faculty of Medicine, Cairo University, Giza, Egypt
| | | | | | - Haitham S E Omar
- General Surgery Department, Faculty of Medicine, Cairo University, Giza, Egypt
| | - Nader Milad
- General Surgery Department, Faculty of Medicine, Cairo University, Giza, Egypt
| | - Mohamed Sabry Tourky
- Department of Surgery, Great Western Hospitals NHS Foundation Trust, Swindon, UK
| | - Abd Al-Kareem Elias
- Department of General Surgery, Faculty of Medicine, Al-Azhar University, Assuit Branch, Cairo, Egypt
| | - Amir Mostafa
- Cardiovascular Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ahmad Samir
- Cardiovascular Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Amr Mahmoud Hussein
- Internal Medicine Department, Faculty of Medicine, Al-Azhar University, Cairo, Egypt
| | - Hossam El-Din Shaaban
- Gastroenterology Department, National Hepatology and Tropical Medicine Research Institute, Cairo, Egypt
| | - Hazem Abd Allah Ali
- Anesthesia and Intensive Care Department, Faculty of Medicine, Al-Azhar University, Cairo, Egypt
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Schill F, Persson M, Engström G, Melander O, Enhörning S. Copeptin as a marker of atherosclerosis and arteriosclerosis. Atherosclerosis 2021; 338:64-68. [PMID: 34785062 PMCID: PMC7612343 DOI: 10.1016/j.atherosclerosis.2021.10.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 10/12/2021] [Accepted: 10/29/2021] [Indexed: 01/14/2023]
Abstract
Background and aims The precursor peptide of vasopressin, copeptin, has previously been linked to increased risk of developing diabetes mellitus, coronary artery disease and cardiovascular mortality. Whether elevated copeptin is associated with markers of atherosclerosis and arteriosclerosis in the general population is not known. Methods In this population-based, cross-sectional study, coronary artery calcium score (CACS), carotid-femoral pulse wave velocity (c-f PWV) and fasting plasma copeptin were measured in 5303 individuals in the Swedish cardiopulmonary bioimage study (SCAPIS). Multivariable logistic regression models were used to analyze the associations between copeptin and high CACS (>100) and high c-f PWV (>10 m/s), respectively. Results The number of individuals with high CACS and c-f PWV increased across increasing tertile of copeptin (11.7%, 13.3% and 16.3% for CACS and 6.9%, 8.5% and 10.6% for c-f PWV). The top tertile of copeptin was, compared with reference tertile 1, significantly associated with both high CACS and high c-f PWV after adjustment for age, sex, hypertension, diabetes mellitus, HDL, triglycerides, BMI, smoking status, creatinine and high sensitive CRP with an odds ratio (OR) of 1.260 (95% confidence interval (CI): 1.022–1.555) for CACS and OR 1.389 (95% CI: 1.069–1.807) for PWV. Conclusions Copeptin is associated with both coronary atherosclerosis and increased arterial stiffness in the general population. Our data indicates that copeptin may be a useful marker in the assessment of cardiovascular risk.
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Affiliation(s)
- Fredrika Schill
- Department of Cardiology, Skåne University Hospital, Carl-Bertil Laurells gata 9, 214 28, Malmö, Sweden; Department of Clinical Sciences, Lund University, Jan Waldenströms gata 35, 214 28, Malmö, Sweden.
| | - Margaretha Persson
- Department of Clinical Sciences, Lund University, Jan Waldenströms gata 35, 214 28, Malmö, Sweden; Department of Internal Medicine, Skåne University Hospital, Jan Waldenströms gata 11 A, 214 28, Malmö, Sweden
| | - Gunnar Engström
- Department of Clinical Sciences, Lund University, Jan Waldenströms gata 35, 214 28, Malmö, Sweden
| | - Olle Melander
- Department of Clinical Sciences, Lund University, Jan Waldenströms gata 35, 214 28, Malmö, Sweden; Department of Internal Medicine, Skåne University Hospital, Jan Waldenströms gata 11 A, 214 28, Malmö, Sweden
| | - Sofia Enhörning
- Department of Clinical Sciences, Lund University, Jan Waldenströms gata 35, 214 28, Malmö, Sweden; Department of Internal Medicine, Skåne University Hospital, Jan Waldenströms gata 11 A, 214 28, Malmö, Sweden
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49
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Vilmundarson RO, Duong A, Soheili F, Chen HH, Stewart AFR. IRF2BP2 3'UTR Polymorphism Increases Coronary Artery Calcification in Men. Front Cardiovasc Med 2021; 8:687645. [PMID: 34760935 PMCID: PMC8573268 DOI: 10.3389/fcvm.2021.687645] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 09/28/2021] [Indexed: 12/15/2022] Open
Abstract
Interferon regulatory factor 2 binding protein 2 (IRF2BP2) suppresses the innate inflammatory response of macrophages. A 9-nucleotide deletion (rs3045215) in the 3' untranslated region (3'-UTR) of human IRF2BP2 mRNA confers risk of coronary artery disease (CAD) in the Ottawa Heart Genomics Study (OHGS). Here, we sought to identify regulatory mechanisms that may contribute to this risk. We tested how lipopolysaccharides (LPS) affects IRF2BP2 expression in human THP-1 macrophages and primary aortic smooth muscle cells (HAoSMC) genotyped for the deletion allele. Both cell types are implicated in coronary atherosclerosis. We also examined how the deletion affects interaction with RNA binding proteins (RBPs) to regulate IRF2BP2 expression. LPS altered allele-specific binding of RBPs in RNA gel shift assays with the THP-1 macrophage protein extracts. The RBP ELAVL1 suppressed the expression of a luciferase reporter carrying the 3'UTR of IRF2BP2 with the deletion allele. Other RBPs AUF1 or KHSRP did not confer such allele specific regulation. Since it is co-inherited with a risk variant for osteoporosis, a condition tied to arterial calcification, we examined the association of the deletion allele with coronary artery calcification in individuals who had undergone computed tomography angiography in the OHGS. In 323 individuals with a minimal burden of atherosclerosis (<30% coronary stenosis) and 138 CAD cases (>50% stenosis), Mendelian randomization revealed that the rs3045215 deletion allele significantly increased coronary artery calcification in men with minimal coronary stenosis. Thus, not only does the rs3045215 deletion allele predict atherosclerosis, but it also predisposes to early-onset calcification in men.
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Affiliation(s)
- Ragnar O Vilmundarson
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada.,Laboratory of Translational Genomics, John and Jennifer Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - An Duong
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada.,Laboratory of Translational Genomics, John and Jennifer Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Fariborz Soheili
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada.,Laboratory of Translational Genomics, John and Jennifer Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Hsiao-Huei Chen
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada.,The Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Alexandre F R Stewart
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada.,Laboratory of Translational Genomics, John and Jennifer Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, ON, Canada
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50
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Kwon Y, Wiles C, Parker BE, Clark BR, Sohn MW, Mariani S, Hahn JO, Jacobs DR, Stein JH, Lima J, Kapur V, Wellman A, Redline S, Azarbarzin A. Pulse arrival time, a novel sleep cardiovascular marker: the multi-ethnic study of atherosclerosis. Thorax 2021; 76:1124-1130. [PMID: 33863828 PMCID: PMC8530459 DOI: 10.1136/thoraxjnl-2020-216399] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 01/29/2021] [Accepted: 03/14/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND Pulse arrival time (PAT) is commonly used to estimate blood pressure response. We hypothesised that PAT response to obstructive respiratory events would be associated with increased cardiovascular risk in people with obstructive sleep apnoea. METHODS PAT, defined as the time interval between electrocardiography R wave and pulse arrival by photoplethysmography, was measured in the Multi-Ethnic Study of Atherosclerosis Sleep study participants. The PAT response to apnoeas/hypopnoeas was defined as the area under the PAT waveform following respiratory events. Cardiovascular outcomes included markers of subclinical cardiovascular disease (CVD): left ventricular mass, carotid plaque burden score and coronary artery calcification (CAC) (cross-sectional) and incident composite CVD events (prospective). Multivariable logistic and Cox proportional hazard regressions were performed. RESULTS A total of 1407 participants (mean age 68.4 years, female 47.5%) were included. Higher PAT response (per 1 SD increase) was associated with higher left ventricular mass (5.7 g/m2 higher in fourth vs first quartile, p<0.007), higher carotid plaque burden score (0.37 higher in fourth vs first quartile, p=0.02) and trended to greater odds of CAC (1.44, 95% CI 0.98 to 2.15, p=0.06). A total of 65 incident CVD events were observed over the mean of 4.1 (2.6) years follow-up period. Higher PAT response was associated with increased future CVD events (HR: 1.20, 95% CI 1.02 to 1.42, p=0.03). CONCLUSION PAT is independently associated with markers of subclinical CVD and incident CVD events. Respiratory-related PAT response is a novel and promising polysomnography metric with cardiovascular implications.
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Affiliation(s)
- Younghoon Kwon
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | | | | | - Brian R Clark
- Barron Associates, Inc, Charlottesville, Virginia, USA
| | - Min-Woong Sohn
- Department of Health Management & Policy, College of Public Health, University of Kentucky, Lexington, Kentucky, USA
| | - Sara Mariani
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Jin-Oh Hahn
- Department of Mechanical Engineering, University of Maryland at College Park, College Park, Maryland, USA
| | - David R Jacobs
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - James H Stein
- University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Joao Lima
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Vishesh Kapur
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Andrew Wellman
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Susan Redline
- Department of Medicine, Brigham and Women's Hospital and Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Ali Azarbarzin
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
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